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Luca Benini

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affiliation: University of Bologna, Italy
affiliation: ETH Zurich, Switzerland
affiliation (former): Università di Bologna, Italy

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2020 – today

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2024
[j408]
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Marcello Zanghieri, Fabrizio Indirli, Antonio Latella, Giacomo Michele Puglia, Felice Tecce, Francesco Papariello, Giulio Urlini, Luca Benini, Francesco Conti:
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery. IEEE Access 12: 16009-16021 (2024)
[j407]
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Julian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno:
Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems. IEEE Access 12: 75093-75107 (2024)
[j406]
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Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini:
HazardNet: A thermal hazard prediction framework for datacenters. Future Gener. Comput. Syst. 155: 340-353 (2024)
[j405]
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Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation. Int. J. Parallel Program. 52(1-2): 93-123 (2024)
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Philipp Mayer, Michele Magno, Luca Benini:
Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization. IEEE Internet Things J. 11(1): 1272-1284 (2024)
[j403]
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Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots. IEEE Internet Things J. 11(8): 13584-13607 (2024)
[j402]
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Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini:
Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs. IEEE Internet Things J. 11(12): 21372-21390 (2024)
[j401]
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Carl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
Fully Onboard SLAM for Distributed Mapping With a Swarm of Nano-Drones. IEEE Internet Things J. 11(20): 32363-32380 (2024)
[j400]
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Lorenzo Lamberti, Lorenzo Bellone, Luka Macan, Enrico Natalizio, Francesco Conti, Daniele Palossi, Luca Benini:
Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs. IEEE Internet Things J. 11(20): 33269-33281 (2024)
[j399]
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Francesco Conti, Gianna Paulin, Angelo Garofalo, Davide Rossi, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Luca Benini:
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2-8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing. IEEE J. Solid State Circuits 59(1): 128-142 (2024)
[j398]
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Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini:
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine. IEEE J. Solid State Circuits 59(7): 2055-2069 (2024)
[j397]
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Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini:
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Trans. Biomed. Circuits Syst. 18(3): 608-621 (2024)
[j396]
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Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini:
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment. IEEE Trans. Biomed. Circuits Syst. 18(4): 720-733 (2024)
[j395]
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Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti:
Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor. IEEE Trans. Biomed. Circuits Syst. 18(4): 771-782 (2024)
[j394]
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Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Luca Benini, Simone Benatti:
sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller. IEEE Trans. Biomed. Circuits Syst. 18(4): 810-820 (2024)
[j393]
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  - journals/tc/BenzRSROKHB24
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Thomas Benz, Michael Rogenmoser, Paul Scheffler, Samuel Riedel, Alessandro Ottaviano, Andreas Kurth, Torsten Hoefler, Luca Benini:
A High-Performance, Energy-Efficient Modular DMA Engine Architecture. IEEE Trans. Computers 73(1): 263-277 (2024)
[j392]
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Matteo Perotti, Matheus A. Cavalcante, Renzo Andri, Lukas Cavigelli, Luca Benini:
Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor. IEEE Trans. Computers 73(7): 1822-1836 (2024)
[j391]
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Nesara Eranna Bethur, Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim:
Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(7): 1957-1970 (2024)
[j390]
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Luca Valente, Alessandro Nadalini, Asif Hussain Chiralil Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi:
A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation. IEEE Trans. Circuits Syst. I Regul. Pap. 71(5): 2266-2279 (2024)
[j389]
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Alessio Burrello, Matteo Risso, Beatrice Alessandra Motetti, Enrico Macii, Luca Benini, Daniele Jahier Pagliari:
Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices. IEEE Trans. Emerg. Top. Comput. 12(3): 780-794 (2024)
[j388]
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  - journals/tim/VostrikovIHLMBC24
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Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini:
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation. IEEE Trans. Instrum. Meas. 73: 1-12 (2024)
[j387]
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  - journals/tvlsi/BalasOB24
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Robert Balas, Alessandro Ottaviano, Luca Benini:
CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers. IEEE Trans. Very Large Scale Integr. Syst. 32(6): 1032-1044 (2024)
[j386]
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Sergio Mazzola, Samuel Riedel, Luca Benini:
Enabling Efficient Hybrid Systolic Computation in Shared-L1-Memory Manycore Clusters. IEEE Trans. Very Large Scale Integr. Syst. 32(9): 1602-1615 (2024)
[c894]
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  - conf/aicas/CioflanCRPB24
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Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini:
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. AICAS 2024: 6-10
[c893]
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  - conf/aicas/RapaOABRPBB24
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Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti:
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs. AICAS 2024: 124-128
[c892]
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  - conf/asap/PerottiRSCRB24
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Matteo Perotti, Michele Raeber, Mattia Sinigaglia, Matheus A. Cavalcante, Davide Rossi, Luca Benini:
Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads. ASAP 2024: 172-173
[c891]
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  - conf/cf/LiangOBSBGR24
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Chaoqun Liang, Alessandro Ottaviano, Thomas Benz, Mattia Sinigaglia, Luca Benini, Angelo Garofalo, Davide Rossi:
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems. CF (Companion) 2024
[c890]
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  - conf/cf/ManoniSMZABB24
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Simone Manoni, Paul Scheffler, Alfio Di Mauro, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini:
NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores. CF (Companion) 2024
[c889]
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  - conf/cvpr/PaissanNRA0BF22
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Francesco Paissan, Davide Nadalini, Manuele Rusci, Alberto Ancilotto, Francesco Conti, Luca Benini, Elisabetta Farella:
Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units. CVPR Workshops 2024: 2172-2181
[c888]
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Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini:
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems. CVPR Workshops 2024: 2182-2190
[c887]
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  - conf/date/BenzOBG00B24
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Thomas Benz, Alessandro Ottaviano, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Luca Benini:
AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs. DATE 2024: 1-6
[c886]
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Luca Colagrande, Luca Benini:
Optimizing Offload Performance in Heterogeneous MPSoCs. DATE 2024: 1-2
[c885]
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  - conf/date/OttavianoBSEB24
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Alessandro Ottaviano, Robert Balas, Philippe Sauter, Manuel Eggimann, Luca Benini:
PELS: A Lightweight and Flexible Peripheral Event Linking System for Ultra-Low Power IoT Processors. DATE 2024: 1-6
[c884]
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Matteo Perotti, Yichao Zhang, Matheus A. Cavalcante, Enis Mustafa, Luca Benini:
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication. DATE 2024: 1-6
[c883]
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Samuel Riedel, Marc Gantenbein, Alessandro Ottaviano, Torsten Hoefler, Luca Benini:
LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems Through Polling-Free and Retry-Free Operation. DATE 2024: 1-6
[c882]
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  - conf/date/RuffinoKHBSR24
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Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi:
Zero-Shot Classification Using Hyperdimensional Computing. DATE 2024: 1-2
[c881]
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Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini:
Work in Progress: Linear Transformers for TinyML. DATE 2024: 1-2
[c880]
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  - conf/date/WibowoCIHZRB24
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Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini:
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning. DATE 2024: 1-6
[c879]
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Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini:
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV. DATE 2024: 1-6
[c878]
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Yichao Zhang, Marco Bertuletti, Samuel Riedel, Matheus A. Cavalcante, Alessandro Vanelli-Coralli, Luca Benini:
TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios. ACM Great Lakes Symposium on VLSI 2024: 86-91
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  - conf/icra/ZimmermanMMB24
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Nicky Zimmerman, Hanna Müller, Michele Magno, Luca Benini:
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans. ICRA 2024: 11913-11919
[c876]
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Sudipta Das, Samuel Riedel, Marco Bertuletti, Luca Benini, Moritz Brunion, Julien Ryckaert, James Myers, Dwaipayan Biswas, Dragomir Milojevic:
3D Partitioning with Pipeline Optimization for Low-Latency Memory Access in Many-Core SoCs. ISCAS 2024: 1-5
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Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian:
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. ISCAS 2024: 1-5
[c874]
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  - conf/isvlsi/DequinoCNSBCC24
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Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti:
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks. ISVLSI 2024: 240-245
[c873]
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Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler:
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs. USENIX ATC 2024: 247-263
[c872]
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Gianna Paulin, Paul Scheffler, Thomas Benz, Matheus A. Cavalcante, Tim Fischer, Manuel Eggimann, Yichao Zhang, Nils Wistoff, Luca Bertaccini, Luca Colagrande, Gianmarco Ottavi, Frank K. Gürkaynak, Davide Rossi, Luca Benini:
Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-Based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET. VLSI Technology and Circuits 2024: 1-2
[c871]
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Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini:
Exploring the Utility of Graph Methods in HPC Thermal Modeling. ICPE (Companion) 2024: 106-111
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Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini:
Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs. Zenodo, 2024
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  - journals/corr/abs-2401-01826
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Sergio Mazzola, Gabriele Ara, Thomas Benz, Björn Forsberg, Tommaso Cucinotta, Luca Benini:
Data-Driven Power Modeling and Monitoring via Hardware Performance Counters Tracking. CoRR abs/2401.01826 (2024)
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Luca Valente, Alessandro Nadalini, Asif Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi:
A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation. CoRR abs/2401.03531 (2024)
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Matteo Perotti, Yichao Zhang, Matheus A. Cavalcante, Enis Mustafa, Luca Benini:
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication. CoRR abs/2401.04012 (2024)
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Samuel Riedel, Marc Gantenbein, Alessandro Ottaviano, Torsten Hoefler, Luca Benini:
LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems through Polling-Free and Retry-Free Operation. CoRR abs/2401.09359 (2024)
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Luca Valente, Francesco Restuccia, Davide Rossi, Ryan Kastner, Luca Benini:
TOP: Towards Open & Predictable Heterogeneous SoCs. CoRR abs/2401.15639 (2024)
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Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi:
Zero-shot Classification using Hyperdimensional Computing. CoRR abs/2401.16876 (2024)
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Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian:
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. CoRR abs/2402.07549 (2024)
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Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni:
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. CoRR abs/2402.10748 (2024)
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Sergio Mazzola, Samuel Riedel, Luca Benini:
Enabling Efficient Hybrid Systolic Computation in Shared L1-Memory Manycore Clusters. CoRR abs/2402.12986 (2024)
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Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin:
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms. CoRR abs/2402.13005 (2024)
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Cristian Cioflan, Lukas Cavigelli, Luca Benini:
Boosting keyword spotting through on-device learnable user speech characteristics. CoRR abs/2403.07802 (2024)
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Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini:
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning. CoRR abs/2403.07851 (2024)
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Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini:
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. CoRR abs/2403.10549 (2024)
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Lorenzo Lamberti, Georg Rutishauser, Francesco Conti, Luca Benini:
Combining Local and Global Perception for Autonomous Navigation on Nano-UAVs. CoRR abs/2403.11661 (2024)
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Hanna Müller, Victor Javier Kartsch, Michele Magno, Luca Benini:
BatDeck: Advancing Nano-drone Navigation with Low-power Ultrasound-based Obstacle Avoidance. CoRR abs/2403.16696 (2024)
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Luca Colagrande, Luca Benini:
Optimizing Offload Performance in Heterogeneous MPSoCs. CoRR abs/2404.01908 (2024)
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Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta, Yhorman Alexander Bedoya Velez, Andrea Acquaviva, Massimo Poncino, Enrico Macii, Luca Benini, Alessio Burrello:
Foundation Models for Structural Health Monitoring. CoRR abs/2404.02944 (2024)
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Victor J. B. Jung, Alessio Burrello, Moritz Scherer, Francesco Conti, Luca Benini:
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs. CoRR abs/2404.02945 (2024)
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Paul Scheffler, Luca Colagrande, Luca Benini:
SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers. CoRR abs/2404.05303 (2024)
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  - journals/corr/abs-2404-11488
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Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini:
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems. CoRR abs/2404.11488 (2024)
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Philippe Sauter, Thomas Benz, Paul Scheffler, Zerun Jiang, Beat Muheim, Frank K. Gürkaynak, Luca Benini:
Basilisk: Achieving Competitive Performance with Open EDA Tools on an Open-Source Linux-Capable RISC-V SoC. CoRR abs/2405.03523 (2024)
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Philippe Sauter, Thomas Benz, Paul Scheffler, Frank K. Gürkaynak, Luca Benini:
Insights from Basilisk: Are Open-Source EDA Tools Ready for a Multi-Million-Gate, Linux-Booting RV64 SoC Design? CoRR abs/2405.04257 (2024)
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Yichao Zhang, Marco Bertuletti, Samuel Riedel, Matheus A. Cavalcante, Alessandro Vanelli-Coralli, Luca Benini:
TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios. CoRR abs/2405.04988 (2024)
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Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Xianglong Liu, Luca Benini, Michele Magno, Xiaojuan Qi:
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models. CoRR abs/2405.14917 (2024)
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Lukas Schulthess, Philipp Mayer, Luca Benini, Michele Magno:
A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication. CoRR abs/2405.18000 (2024)
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Giovanni Bambini, Alessandro Ottaviano, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini:
Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms. CoRR abs/2405.18030 (2024)
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Georg Rutishauser, Joan Mihali, Moritz Scherer, Luca Benini:
xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems. CoRR abs/2405.19065 (2024)
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Viviane Potocnik, Luca Colagrande, Tim Fischer, Luca Bertaccini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini:
Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform. CoRR abs/2405.19284 (2024)
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  - journals/corr/abs-2406-06394
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Chaoqun Liang, Alessandro Ottaviano, Thomas Benz, Mattia Sinigaglia, Luca Benini, Angelo Garofalo, Davide Rossi:
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems. CoRR abs/2406.06394 (2024)
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Michael Rogenmoser, Alessandro Ottaviano, Thomas Benz, Robert Balas, Matteo Perotti, Angelo Garofalo, Luca Benini:
SentryCore: A RISC-V Co-Processor System for Safe, Real-Time Control Applications. CoRR abs/2406.06546 (2024)
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Josse Van Delm, Maarten Vandersteegen, Alessio Burrello, Giuseppe Maria Sarda, Francesco Conti, Daniele Jahier Pagliari, Luca Benini, Marian Verhelst:
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms. CoRR abs/2406.07453 (2024)
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Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini:
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG. CoRR abs/2406.07903 (2024)
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Jonas Kühne, Michele Magno, Luca Benini:
Low Latency Visual Inertial Odometry with On-Sensor Accelerated Optical Flow for Resource-Constrained UAVs. CoRR abs/2406.13345 (2024)
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Gianna Paulin, Paul Scheffler, Thomas Benz, Matheus A. Cavalcante, Tim Fischer, Manuel Eggimann, Yichao Zhang, Nils Wistoff, Luca Bertaccini, Luca Colagrande, Gianmarco Ottavi, Frank K. Gürkaynak, Davide Rossi, Luca Benini:
Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET. CoRR abs/2406.15068 (2024)
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Paul Scheffler, Philippe Sauter, Thomas Benz, Frank K. Gürkaynak, Luca Benini:
Basilisk: An End-to-End Open-Source Linux-Capable RISC-V SoC in 130nm CMOS. CoRR abs/2406.15107 (2024)
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Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini:
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring. CoRR abs/2406.19189 (2024)
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  - journals/corr/abs-2407-02405
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Lorenzo Lamberti, Vlad Niculescu, Michal Barcis, Lorenzo Bellone, Enrico Natalizio, Luca Benini, Daniele Palossi:
Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones. CoRR abs/2407.02405 (2024)
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  - journals/corr/abs-2407-03111
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Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti:
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks. CoRR abs/2407.03111 (2024)
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Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
Ultra-Lightweight Collaborative Mapping for Robot Swarms. CoRR abs/2407.03136 (2024)
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  - journals/corr/abs-2407-05447
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Matteo Perotti, Michele Raeber, Mattia Sinigaglia, Matheus A. Cavalcante, Davide Rossi, Luca Benini:
Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads. CoRR abs/2407.05447 (2024)
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  - journals/corr/abs-2407-05938
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Michael Rogenmoser, Philip Wiese, Bruno E. Forlin, Frank K. Gürkaynak, Paolo Rech, Alessandra Menicucci, Marco Ottavi, Luca Benini:
Design and Experimental Investigation of Trikarenos: A Fault-Tolerant 28nm RISC-V-based SoC. CoRR abs/2407.05938 (2024)
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Lorenzo Lamberti, Lorenzo Bellone, Luka Macan, Enrico Natalizio, Francesco Conti, Daniele Palossi, Luca Benini:
Distilling Tiny and Ultra-fast Deep Neural Networks for Autonomous Navigation on Nano-UAVs. CoRR abs/2407.12675 (2024)
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Hanna Müller, Victor Javier Kartsch, Luca Benini:
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones. CoRR abs/2407.13706 (2024)
[i248]
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  - journals/corr/abs-2407-19895
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Riccardo Tedeschi, Luca Valente, Gianmarco Ottavi, Enrico Zelioli, Nils Wistoff, Massimiliano Giacometti, Abdul Basit Sajjad, Luca Benini, Davide Rossi:
Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor. CoRR abs/2407.19895 (2024)
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  - journals/corr/abs-2407-21501
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Tommaso Polonelli, Lukas Schulthess, Philipp Mayer, Michele Magno, Luca Benini:
H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing. CoRR abs/2407.21501 (2024)
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  - journals/corr/abs-2408-02473
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Philip Wiese, Gamze Islamoglu, Moritz Scherer, Luka Macan, Victor J. B. Jung, Alessio Burrello, Francesco Conti, Luca Benini:
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow. CoRR abs/2408.02473 (2024)
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Moritz Scherer, Luka Macan, Victor J. B. Jung, Philip Wiese, Luca Bompani, Alessio Burrello, Francesco Conti, Luca Benini:
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models On Heterogeneous Microcontrollers. CoRR abs/2408.04413 (2024)
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  - journals/corr/abs-2408-08882
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Yichao Zhang, Marco Bertuletti, Chi Zhang, Samuel Riedel, Alessandro Vanelli-Coralli, Luca Benini:
A 1024 RV-Cores Shared-L1 Cluster with High Bandwidth Memory Link for Low-Latency 6G-SDR. CoRR abs/2408.08882 (2024)
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Alessio Burrello, Francesco Carlucci, Giovanni Pollo, Xiaying Wang, Massimo Poncino, Enrico Macii, Luca Benini, Daniele Jahier Pagliari:
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables. CoRR abs/2409.07485 (2024)
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Nils Wistoff, Gernot Heiser, Luca Benini:
fence.t.s: Closing Timing Channels in High-Performance Out-of-Order Cores through ISA-Supported Temporal Partitioning. CoRR abs/2409.07576 (2024)
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Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini:
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces. CoRR abs/2409.09161 (2024)
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  - journals/corr/abs-2409-10654
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Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini:
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities. CoRR abs/2409.10654 (2024)
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  - journals/corr/abs-2409-18653
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Yuli Zhou, Guolei Sun, Yawei Li, Luca Benini, Ender Konukoglu:
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation. CoRR abs/2409.18653 (2024)
2023
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Tommaso Polonelli, Amirhossein Moallemi, Weikang Kong, Hanna Müller, Julien Deparday, Michele Magno, Luca Benini:
A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines. IEEE Access 11: 119506-119522 (2023)
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Tim Fischer, Michael Rogenmoser, Matheus A. Cavalcante, Frank K. Gürkaynak, Luca Benini:
FlooNoC: A Multi-Tb/s Wide NoC for Heterogeneous AXI4 Traffic. IEEE Des. Test 40(6): 7-17 (2023)
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Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini:
RUAD: Unsupervised anomaly detection in HPC systems. Future Gener. Comput. Syst. 141: 542-554 (2023)
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Yvan Tortorella, Luca Bertaccini, Luca Benini, Davide Rossi, Francesco Conti:
RedMule: A mixed-precision matrix-matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration. Future Gener. Comput. Syst. 149: 122-135 (2023)
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Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti:
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers. Future Gener. Comput. Syst. 149: 212-226 (2023)
[j380]
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  - journals/fgcs/RutishauserSFB23
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Georg Rutishauser, Moritz Scherer, Tim Fischer, Luca Benini:
7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks. Future Gener. Comput. Syst. 149: 717-731 (2023)
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Luca Zanatta, Alfio Di Mauro, Francesco Barchi, Andrea Bartolini, Luca Benini, Andrea Acquaviva:
Directly-trained Spiking Neural Networks for Deep Reinforcement Learning: Energy efficient implementation of event-based obstacle avoidance on a neuromorphic accelerator. Neurocomputing 562: 126885 (2023)
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Vlad Niculescu, Daniele Palossi, Michele Magno, Luca Benini:
Energy-Efficient, Precise UWB-Based 3-D Localization of Sensor Nodes With a Nano-UAV. IEEE Internet Things J. 10(7): 5760-5777 (2023)
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Moritz Scherer, Alfio Di Mauro, Tim Fischer, Georg Rutishauser, Luca Benini:
TCN-CUTIE: A 1, 036-TOp/s/W, 2.72-µJ/Inference, 12.2-mW All-Digital Ternary Accelerator in 22-nm FDX Technology. IEEE Micro 43(1): 42-48 (2023)
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Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi:
A neuro-vector-symbolic architecture for solving Raven's progressive matrices. Nat. Mac. Intell. 5(4): 363-375 (2023)
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  - journals/sensors/XieBDBCMPP23
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Chen Xie, Alessio Burrello, Francesco Daghero, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference. Sensors 23(4): 2065 (2023)
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Matteo Risso, Alessio Burrello, Francesco Conti, Lorenzo Lamberti, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge. IEEE Trans. Computers 72(3): 744-758 (2023)
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Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Gernot Heiser, Luca Benini:
Systematic Prevention of On-Core Timing Channels by Full Temporal Partitioning. IEEE Trans. Computers 72(5): 1420-1430 (2023)
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Samuel Riedel, Matheus A. Cavalcante, Renzo Andri, Luca Benini:
MemPool: A Scalable Manycore Architecture With a Low-Latency Shared L1 Memory. IEEE Trans. Computers 72(12): 3561-3575 (2023)
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Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Alfio Di Mauro, Luca Benini, Davide Rossi:
Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode. IEEE Trans. Circuits Syst. I Regul. Pap. 70(6): 2450-2463 (2023)
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Matteo Perotti, Matheus A. Cavalcante, Alessandro Ottaviano, Jiantao Liu, Luca Benini:
Yun: An Open-Source, 64-Bit RISC-V-Based Vector Processor With Multi-Precision Integer and Floating-Point Support in 65-nm CMOS. IEEE Trans. Circuits Syst. II Express Briefs 70(10): 3732-3736 (2023)
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Alessandro Ottaviano, Thomas Benz, Paul Scheffler, Luca Benini:
Cheshire: A Lightweight, Linux-Capable RISC-V Host Platform for Domain-Specific Accelerator Plug-In. IEEE Trans. Circuits Syst. II Express Briefs 70(10): 3777-3781 (2023)
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  - journals/tecs/TabanelliTB23
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Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini:
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors. ACM Trans. Embed. Comput. Syst. 22(3): 56:1-56:33 (2023)
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Denis Mikhaylov, Carla Amatetti, Tommaso Polonelli, Enea Masina, Riccardo Campana, Kai Berszin, Charles Moatti, Davide Amato, Alessandro Vanelli-Coralli, Michele Magno, Luca Benini:
Toward the Future Generation of Railway Localization Exploiting RTK and GNSS. IEEE Trans. Instrum. Meas. 72: 1-10 (2023)
[j366]
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Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra. IEEE Trans. Parallel Distributed Syst. 34(12): 3147-3161 (2023)
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Hanna Müller, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
Robust and Efficient Depth-Based Obstacle Avoidance for Autonomous Miniaturized UAVs. IEEE Trans. Robotics 39(6): 4935-4951 (2023)
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  - journals/tvlsi/ChenLFTBR23
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Jie Chen, Igor Loi, Eric Flamand, Giuseppe Tagliavini, Luca Benini, Davide Rossi:
Scalable Hierarchical Instruction Cache for Ultralow-Power Processors Clusters. IEEE Trans. Very Large Scale Integr. Syst. 31(4): 456-469 (2023)
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Bruno Sá, Luca Valente, José Martins, Davide Rossi, Luca Benini, Sandro Pinto:
CVA6 RISC-V Virtualization: Architecture, Microarchitecture, and Design Space Exploration. IEEE Trans. Very Large Scale Integr. Syst. 31(11): 1713-1726 (2023)
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  - conf/aicas/GruelMHBMM23
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Amélie Gruel, Alfio Di Mauro, Robin Hunziker, Luca Benini, Jean Martinet, Michele Magno:
Embedded neuromorphic attention model leveraging a novel low-power heterogeneous platform. AICAS 2023: 1-5
[c869]
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  - conf/aicas/JungSMVB23
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Victor J. B. Jung, Arne Symons, Linyan Mei, Marian Verhelst, Luca Benini:
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators. AICAS 2023: 1-5
[c868]
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  - conf/aicas/RutishauserCB23
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Georg Rutishauser, Francesco Conti, Luca Benini:
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge. AICAS 2023: 1-5
[c867]
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  - conf/biocas/GiordanoKGBML23
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Marco Giordano, Kirill Keller, Francesco Greco, Luca Benini, Michele Magno, Christoph Leitner:
Towards a Novel Ultrasound System Based on Low-Frequency Feature Extraction From a Fully-Printed Flexible Transducer. BioCAS 2023: 1-5
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Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini:
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. BioCAS 2023: 1-5
[c865]
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  - conf/biocas/OrlandiRZFKBB23
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Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti:
An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor. BioCAS 2023: 1-5
[c864]
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Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner:
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. BioCAS 2023: 1-5
[c863]
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Xiaying Wang, Lan Mei, Victor Javier Kartsch, Andrea Cossettini, Luca Benini:
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology. BioCAS 2023: 1-5
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Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti:
Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller. BioCAS 2023: 1-5
[c861]
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  - conf/cases/MacanBBC23
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Luka Macan, Alessio Burrello, Luca Benini, Francesco Conti:
WIP: Automatic DNN Deployment on Heterogeneous Platforms: the GAP9 Case Study. CASES 2023: 9-10
[c860]
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  - conf/cf/MittoneTBCMBEPB23
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Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci:
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning. CF 2023: 73-83
[c859]
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  - conf/coins/FreyGBKCB23
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Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini:
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. COINS 2023: 1-7
[c858]
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  - conf/cvpr/SchniderWGLABSP23
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Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi:
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CVPR Workshops 2023: 4129-4138
[c857]
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  - conf/dac/DelmVBSCPBV23
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Josse Van Delm, Maarten Vandersteegen, Alessio Burrello, Giuseppe Maria Sarda, Francesco Conti, Daniele Jahier Pagliari, Luca Benini, Marian Verhelst:
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms. DAC 2023: 1-6
[c856]
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  - conf/dac/IffBCFBH23
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  - https://dblp.org/rec/conf/dac/IffBCFBH23
Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler:
Sparse Hamming Graph: A Customizable Network-on-Chip Topology. DAC 2023: 1-6
[c855]
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Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler:
HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement. DAC 2023: 1-6
[c854]
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Vikram Jain, Matheus A. Cavalcante, Nazareno Bruschi, Michael Rogenmoser, Thomas Benz, Andreas Kurth, Davide Rossi, Luca Benini, Marian Verhelst:
PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge. DAC 2023: 1-6
[c853]
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Arpan Suravi Prasad, Luca Benini, Francesco Conti:
Specialization meets Flexibility: a Heterogeneous Architecture for High-Efficiency, High-flexibility AR/VR Processing. DAC 2023: 1-6
[c852]
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Marco Bertuletti, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini:
Efficient Parallelization of 5G-PUSCH on a Scalable RISC-V Many-Core Processor. DATE 2023: 1-6
[c851]
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Nazareno Bruschi, Giuseppe Tagliavini, Angelo Garofalo, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi:
End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture. DATE 2023: 1-6
[c850]
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Alessio Burrello, Matteo Risso, Noemi Tomasello, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation. DATE 2023: 1-6
[c849]
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Yaoxing Chang, Petar Jokic, Stéphane Emery, Luca Benini:
An Ultra-Low-Power Serial Implementation for Sigmoid and Tanh Using CORDIC Algorithm. DATE 2023: 1-2
[c848]
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Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Friedemann Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, Sam Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal:
PetaOps/W edge-AI $\mu$ Processors: Myth or reality? DATE 2023: 1-6
[c847]
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Lorenzo Lamberti, Luca Bompani, Victor Javier Kartsch, Manuele Rusci, Daniele Palossi, Luca Benini:
Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones. DATE 2023: 1-6
[c846]
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Seyed Ahmad Mirsalari, Giuseppe Tagliavini, Davide Rossi, Luca Benini:
TransLib: A Library to Explore Transprecision Floating-Point Arithmetic on Multi-Core IoT End-Nodes. DATE 2023: 1-2
[c845]
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Hanna Müller, Nicky Zimmerman, Tommaso Polonelli, Michele Magno, Jens Behley, Cyrill Stachniss, Luca Benini:
Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs. DATE 2023: 1-6
[c844]
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Samuel Riedel, Gua Hao Khov, Sergio Mazzola, Matheus A. Cavalcante, Renzo Andri, Luca Benini:
MemPool Meets Systolic: Flexible Systolic Computation in a Large Shared-Memory Processor Cluster. DATE 2023: 1-2
[c843]
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Luca Valente, Yvan Tortorella, Mattia Sinigaglia, Giuseppe Tagliavini, Alessandro Capotondi, Luca Benini, Davide Rossi:
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC. DATE 2023: 1-6
[c842]
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Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini:
AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads. DATE 2023: 1-6
[c841]
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  - conf/dcoss/PourjabarARBNFP23
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Mahyar Pourjabar, Ahmed AlKatheeri, Manuele Rusci, Agata Barcis, Vlad Niculescu, Eliseo Ferrante, Daniele Palossi, Luca Benini:
Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization. DCOSS-IoT 2023: 654-660
[c840]
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Gianmarco Ottavi, Florian Zaruba, Luca Benini, Davide Rossi:
Reducing Load-Use Dependency-Induced Performance Penalty in the Open-Source RISC-V CVA6 CPU. DSD 2023: 429-435
[c839]
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Moritz Scherer, Manuel Eggimann, Alfio Di Mauro, Arpan Suravi Prasad, Francesco Conti, Davide Rossi, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini:
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS. ESSCIRC 2023: 217-220
[c838]
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Markus Ulbricht, Yvan Tortorella, Michael Rogenmoser, Li Lu, Junchao Chen, Francesco Conti, Milos Krstic, Luca Benini:
PULP Fiction No More - Dependable PULP Systems for Space. ETS 2023: 1-10
[c837]
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Luca Valente, Asif Veeran, Mattia Sinigaglia, Yvan Tortorella, Alessandro Nadalini, Nils Wistoff, Bruno Sá, Angelo Garofalo, Rafail Psiakis, M. Tolba, Ari Kulmala, Nimisha Limaye, Ozgur Sinanoglu, Sandro Pinto, Daniele Palossi, Luca Benini, Baker Mohammad, Davide Rossi:
Shaheen: An Open, Secure, and Scalable RV64 SoC for Autonomous Nano-UAVs. HCS 2023: 1-12
[c836]
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Mahyar Pourjabar, Manuele Rusci, Luca Bompani, Lorenzo Lamberti, Vlad Niculescu, Daniele Palossi, Luca Benini:
Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration. ICECS 2023: 1-5
[c835]
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Samuel Riedel, Matheus A. Cavalcante, Manos Frouzakis, Domenic Wüthrich, Enis Mustafa, Arlind Billa, Luca Benini:
MinPool: A 16-core NUMA-L1 Memory RISC-V Processor Cluster for Always-on Image Processing in 65nm CMOS. ICECS 2023: 1-4
[c834]
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Michael Rogenmoser, Luca Benini:
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm. ICECS 2023: 1-4
[c833]
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Xinchen Gao, Yawei Li, Wen Li, Lixin Duan, Luc Van Gool, Luca Benini, Michele Magno:
Learning continuous piecewise non-linear activation functions for deep neural networks. ICME 2023: 1835-1840
[c832]
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  - conf/icra/CeredaCRBBGPP23
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Elia Cereda, Luca Crupi, Matteo Risso, Alessio Burrello, Luca Benini, Alessandro Giusti, Daniele Jahier Pagliari, Daniele Palossi:
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs. ICRA 2023: 6065-6071
[c831]
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Julian Moosmann, Jakub Mandula, Philipp Mayer, Luca Benini, Michele Magno:
Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images. SENSORS 2023: 1-4
[c830]
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  - conf/iros/SchindlerNPPBM23
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Dominik Schindler, Vlad Niculescu, Tommaso Polonelli, Daniele Palossi, Luca Benini, Michele Magno:
A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation. IROS 2023: 5288-5295
[c829]
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Yawei Li, Kai Zhang, Jiezhang Cao, Radu Timofte, Michele Magno, Luca Benini, Luc Van Gool:
LocalViT: Analyzing Locality in Vision Transformers. IROS 2023: 9598-9605
[c828]
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  - conf/iscas/AskariHemmatDFZ23
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MohammadHossein AskariHemmat, Théo Dupuis, Yoan Fournier, Nizar El Zarif, Matheus A. Cavalcante, Matteo Perotti, Frank K. Gürkaynak, Luca Benini, François Leduc-Primeau, Yvon Savaria, Jean-Pierre David:
Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference. ISCAS 2023: 1-5
[c827]
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Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno:
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. ISCAS 2023: 1-5
[c826]
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Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi:
ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I²S DSP for Flexible Data Acquisition from Microphone Arrays. ISCAS 2023: 1-5
[c825]
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  - conf/islped/IslamogluSPFJGB23
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Gamze Islamoglu, Moritz Scherer, Gianna Paulin, Tim Fischer, Victor J. B. Jung, Angelo Garofalo, Luca Benini:
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers. ISLPED 2023: 1-6
[c824]
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Matteo Risso, Alessio Burrello, Giuseppe Maria Sarda, Luca Benini, Enrico Macii, Massimo Poncino, Marian Verhelst, Daniele Jahier Pagliari:
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference. ISLPED 2023: 1-6
[c823]
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Francesco Conti, Davide Rossi, Gianna Paulin, Angelo Garofalo, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Vincent Huard, Olivier Montfort, Lionel Jure, Nils Exibard, Pascal Gouedo, Mathieu Louvat, Emmanuel Botte, Luca Benini:
A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing. ISSCC 2023: 326-327
[c822]
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Alessandro Nadalini, Georg Rutishauser, Alessio Burrello, Nazareno Bruschi, Angelo Garofalo, Luca Benini, Francesco Conti, Davide Rossi:
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks. ISVLSI 2023: 1-6
[c821]
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  - conf/iwasi/Benini23
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Luca Benini:
From Nano-Drones to Cars - A RISC-V Open Platform for next-generation Vehicles. IWASI 2023: 8
[c820]
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Tommaso Polonelli, Casimir Feldmann, Vlad Niculescu, Hanna Müller, Michele Magno, Luca Benini:
Towards Robust and Efficient On-board Mapping for Autonomous Miniaturized UAVs. IWASI 2023: 9-14
[c819]
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Philipp Mayer, Rabea Rogge, Andrin Caviezel, Jessica Munch, Adrian Ringenbach, Michele Magno, Luca Benini:
Design and Evaluation of a LoRa Controlled Rugged Multisensor Unit for Induced Rockfall Experiments. IWASI 2023: 52-57
[c818]
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Jonas Kühne, Michele Magno, Luca Benini:
A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications. IWASI 2023: 143-148
[c817]
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  - conf/iwasi/BianSRMBM23
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Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno:
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras. IWASI 2023: 287-292
[c816]
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Marcello Zanghieri, Simone Benatti, Luca Benini, Elisa Donati:
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG. IWASI 2023: 293-298
[c815]
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Luca Cuomo, Claudio Scordino, Alessandro Ottaviano, Nils Wistoff, Robert Balas, Luca Benini, Errico Guidieri, Ida Maria Savino:
Towards a RISC-V Open Platform for Next-generation Automotive ECUs. MECO 2023: 1-8
[c814]
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  - conf/micro/Orenes-VeraYWHB23
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Marcelo Orenes-Vera, Hyunsung Yun, Nils Wistoff, Gernot Heiser, Luca Benini, David Wentzlaff, Margaret Martonosi:
AutoCC: Automatic Discovery of Covert Channels in Time-Shared Hardware. MICRO 2023: 871-885
[c813]
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Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi:
Solving Raven's Progressive Matrices via a Neuro-vector-symbolic Architecture. NeSy 2023: 425-426
[c812]
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Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi:
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition. NeurIPS 2023
[c811]
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Marco Bertuletti, Samuel Riedel, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini:
Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster. SAMOS 2023: 241-254
[c810]
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Carl Brander, Cristian Cioflan, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini:
Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining. SAS 2023: 1-6
[c809]
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  - conf/wf-iot/MatteiSCMB23
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Andrea Mattei, Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini:
Securing Tiny Transformer-Based Computer Vision Models: Evaluating Real-World Patch Attacks. WF-IoT 2023: 1-7
[d17]
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Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini:
Dataset of the HazardNet: A Thermal Hazard Prediction Framework for Datacenters. Zenodo, 2023
[d16]
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset: time-aggregated data for anomaly detection. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 1: from 20-03 to 20-12. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 2: from 21-01 to 21-06. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 3: from 21-07 to 21-09. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 4: from 21-10 to 21-12. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 5: from 22-01 to 22-02. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 6: 22-03. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 7: 22-04. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 8: 22-05. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 9: 22-06. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 10: 22-07. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 11: 22-08. Zenodo, 2023
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Andrea Borghesi, Carmine Di Santi, Martin Molan, Mohsen Seyedkazemi Ardebili, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, Mirko Cestari, Francesco Barchi, Luca Benini, Francesco Beneventi, Andrea Bartolini:
M100 dataset 12: 22-09. Zenodo, 2023
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Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi:
Raw data related to In-memory factorization of holographic perceptual representations. Zenodo, 2023
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Denis Mikhaylov, Carla Amatetti, Tommaso Polonelli, Enea Masina, Riccardo Campana, Kai Berszin, Davide Amato, Alessandro Vanelli-Coralli, Michele Magno, Luca Benini:
Towards the Future Generation of Railway Localization Exploiting RTK and GNSS. Zenodo, 2023
[i238]
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Yvan Tortorella, Luca Bertaccini, Luca Benini, Davide Rossi, Francesco Conti:
RedMule: A Mixed-Precision Matrix-Matrix Operation Engine for Flexible and Energy-Efficient On-Chip Linear Algebra and TinyML Training Acceleration. CoRR abs/2301.03904 (2023)
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Matteo Risso, Alessio Burrello, Francesco Conti, Lorenzo Lamberti, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge. CoRR abs/2301.10281 (2023)
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Lorenzo Lamberti, Luca Bompani, Victor Javier Kartsch, Manuele Rusci, Daniele Palossi, Luca Benini:
Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones. CoRR abs/2301.12175 (2023)
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Bruno Sá, Luca Valente, José Martins, Davide Rossi, Luca Benini, Sandro Pinto:
CVA6 RISC-V Virtualization: Architecture, Microarchitecture, and Design Space Exploration. CoRR abs/2302.02969 (2023)
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  - journals/corr/abs-2302-05996
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MohammadHossein AskariHemmat, Théo Dupuis, Yoan Fournier, Nizar El Zarif, Matheus A. Cavalcante, Matteo Perotti, Frank K. Gürkaynak, Luca Benini, François Leduc-Primeau, Yvon Savaria, Jean-Pierre David:
Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference. CoRR abs/2302.05996 (2023)
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  - journals/corr/abs-2302-07946
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Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci:
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning. CoRR abs/2302.07946 (2023)
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Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno:
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. CoRR abs/2302.07957 (2023)
[i231]
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Elia Cereda, Luca Crupi, Matteo Risso, Alessio Burrello, Luca Benini, Alessandro Giusti, Daniele Jahier Pagliari, Daniele Palossi:
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs. CoRR abs/2303.01931 (2023)
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Michael Rogenmoser, Yvan Tortorella, Davide Rossi, Francesco Conti, Luca Benini:
Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-Core Computing Clusters for Reliable Processing in Space. CoRR abs/2303.08706 (2023)
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Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Factorizers for Distributed Sparse Block Codes. CoRR abs/2303.13957 (2023)
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  - journals/corr/abs-2303-17742
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Samuel Riedel, Matheus A. Cavalcante, Renzo Andri, Luca Benini:
MemPool: A Scalable Manycore Architecture with a Low-Latency Shared L1 Memory. CoRR abs/2303.17742 (2023)
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Angelo Garofalo, Yvan Tortorella, Matteo Perotti, Luca Valente, Alessandro Nadalini, Luca Benini, Davide Rossi, Francesco Conti:
DARKSIDE: A Heterogeneous RISC-V Compute Cluster for Extreme-Edge On-Chip DNN Inference and Training. CoRR abs/2303.17954 (2023)
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Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi:
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CoRR abs/2304.07139 (2023)
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Victor J. B. Jung, Arne Symons, Linyan Mei, Marian Verhelst, Luca Benini:
SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators. CoRR abs/2304.12931 (2023)
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Alessandro Ottaviano, Thomas Benz, Paul Scheffler, Luca Benini:
Cheshire: A Lightweight, Linux-Capable RISC-V Host Platform for Domain-Specific Accelerator Plug-In. CoRR abs/2305.04760 (2023)
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Thomas Benz, Michael Rogenmoser, Paul Scheffler, Samuel Riedel, Alessandro Ottaviano, Andreas Kurth, Torsten Hoefler, Luca Benini:
A High-performance, Energy-efficient Modular DMA Engine Architecture. CoRR abs/2305.05240 (2023)
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Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Sparse Stream Semantic Registers: A Lightweight ISA Extension Accelerating General Sparse Linear Algebra. CoRR abs/2305.05559 (2023)
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Sergio Mazzola, Thomas Benz, Björn Forsberg, Luca Benini:
A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms. CoRR abs/2305.06782 (2023)
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Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi:
Echoes: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays. CoRR abs/2305.07325 (2023)
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Francesco Conti, Gianna Paulin, Davide Rossi, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Luca Benini:
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN Acceleration and 30%-Boost Adaptive Body Biasing. CoRR abs/2305.08415 (2023)
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Tim Fischer, Michael Rogenmoser, Matheus A. Cavalcante, Frank K. Gürkaynak, Luca Benini:
FlooNoC: A Multi-Tbps Wide NoC for Heterogeneous AXI4 Traffic. CoRR abs/2305.08562 (2023)
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Jonas Kühne, Michele Magno, Luca Benini:
Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation. CoRR abs/2305.13055 (2023)
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Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno:
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras. CoRR abs/2305.18371 (2023)
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Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti:
Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers. CoRR abs/2305.19167 (2023)
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Matteo Risso, Alessio Burrello, Giuseppe Maria Sarda, Luca Benini, Enrico Macii, Massimo Poncino, Marian Verhelst, Daniele Jahier Pagliari:
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference. CoRR abs/2306.05060 (2023)
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Alessio Burrello, Matteo Risso, Noemi Tomasello, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation. CoRR abs/2306.06129 (2023)
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Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation. CoRR abs/2306.09501 (2023)
[i211]
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Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Stefania Perri, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke:
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. CoRR abs/2306.15552 (2023)
[i210]
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  - journals/corr/abs-2307-01056
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Alessandro Nadalini, Georg Rutishauser, Alessio Burrello, Nazareno Bruschi, Angelo Garofalo, Luca Benini, Francesco Conti, Davide Rossi:
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks. CoRR abs/2307.01056 (2023)
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Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini:
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. CoRR abs/2307.01619 (2023)
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Georg Rutishauser, Francesco Conti, Luca Benini:
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge. CoRR abs/2307.02894 (2023)
[i207]
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Gamze Islamoglu, Moritz Scherer, Gianna Paulin, Tim Fischer, Victor J. B. Jung, Angelo Garofalo, Luca Benini:
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers. CoRR abs/2307.03493 (2023)
[i206]
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Luca Cuomo, Claudio Scordino, Alessandro Ottaviano, Nils Wistoff, Robert Balas, Luca Benini, Errico Guidieri, Ida Maria Savino:
Towards a RISC-V Open Platform for Next-generation Automotive ECUs. CoRR abs/2307.04148 (2023)
[i205]
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W. A. Ahmad, Andrea Bartolini, Francesco Beneventi, Luca Benini, Andrea Borghesi, Marco Cicala, Privato Forestieri, Cosimo Gianfreda, Daniele Gregori, Antonio Libri, Filippo Spiga, Simone Tinti:
Design of an energy aware petaflops class high performance cluster based on power architecture. CoRR abs/2307.05790 (2023)
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Julian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno:
Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems. CoRR abs/2307.05999 (2023)
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Marco Bertuletti, Samuel Riedel, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini:
Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster. CoRR abs/2307.10248 (2023)
[i202]
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Mahyar Pourjabar, Ahmed AlKatheeri, Manuele Rusci, Agata Barcis, Vlad Niculescu, Eliseo Ferrante, Daniele Palossi, Luca Benini:
Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization. CoRR abs/2307.10255 (2023)
[i201]
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Vikram Jain, Matheus A. Cavalcante, Nazareno Bruschi, Michael Rogenmoser, Thomas Benz, Andreas Kurth, Davide Rossi, Luca Benini, Marian Verhelst:
PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge. CoRR abs/2308.00154 (2023)
[i200]
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Jie Chen, Igor Loi, Eric Flamand, Giuseppe Tagliavini, Luca Benini, Davide Rossi:
Scalable Hierarchical Instruction Cache for Ultra-Low-Power Processors Clusters. CoRR abs/2309.01299 (2023)
[i199]
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  - journals/corr/abs-2309-03628
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Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler:
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs. CoRR abs/2309.03628 (2023)
[i198]
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Carl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
Fully Onboard SLAM for Distributed Mapping with a Swarm of Nano-Drones. CoRR abs/2309.03678 (2023)
[i197]
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Sebastian Frey, Victor Javier Kartsch, Christoph Leitner, Andrea Cossettini, Sergei Vostrikov, Simone Benatti, Luca Benini:
A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring. CoRR abs/2309.06851 (2023)
[i196]
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Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini:
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. CoRR abs/2309.07135 (2023)
[i195]
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Xiaying Wang, Lan Mei, Victor Javier Kartsch, Andrea Cossettini, Luca Benini:
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology. CoRR abs/2309.07798 (2023)
[i194]
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  - journals/corr/abs-2309-10137
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Matheus A. Cavalcante, Matteo Perotti, Samuel Riedel, Luca Benini:
Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency. CoRR abs/2309.10137 (2023)
[i193]
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Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots. CoRR abs/2309.12008 (2023)
[i192]
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Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner:
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. CoRR abs/2309.14455 (2023)
[i191]
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Michael Rogenmoser, Luca Benini:
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm. CoRR abs/2310.02045 (2023)
[i190]
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Alessio Burrello, Matteo Risso, Beatrice Alessandra Motetti, Enrico Macii, Luca Benini, Daniele Jahier Pagliari:
Enhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices. CoRR abs/2310.07217 (2023)
[i189]
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Nicky Zimmerman, Hanna Müller, Michele Magno, Luca Benini:
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans. CoRR abs/2310.12536 (2023)
[i188]
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Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno:
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO. CoRR abs/2311.01057 (2023)
[i187]
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  - journals/corr/abs-2311-06081
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Patrick Iff, Benigna Bruggmann, Maciej Besta, Luca Benini, Torsten Hoefler:
RapidChiplet: A Toolchain for Rapid Design Space Exploration of Chiplet Architectures. CoRR abs/2311.06081 (2023)
[i186]
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  - journals/corr/abs-2311-07493
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Matteo Perotti, Matheus A. Cavalcante, Renzo Andri, Lukas Cavigelli, Luca Benini:
Ara2: Exploring Single- and Multi-Core Vector Processing with an Efficient RVV1.0 Compliant Open-Source Processor. CoRR abs/2311.07493 (2023)
[i185]
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  - journals/corr/abs-2311-08320
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Robert Balas, Alessandro Ottaviano, Luca Benini:
CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers. CoRR abs/2311.08320 (2023)
[i184]
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  - journals/corr/abs-2311-09645
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Alessandro Ottaviano, Robert Balas, Philippe Sauter, Manuel Eggimann, Luca Benini:
PELS: A Lightweight and Flexible Peripheral Event Linking System for Ultra-Low Power IoT Processors. CoRR abs/2311.09645 (2023)
[i183]
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  - journals/corr/abs-2311-09662
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Thomas Benz, Alessandro Ottaviano, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Luca Benini:
AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs. CoRR abs/2311.09662 (2023)
[i182]
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Jannis Schönleber, Lukas Cavigelli, Renzo Andri, Matteo Perotti, Luca Benini:
Stella Nera: Achieving 161 TOp/s/W with Multiplier-free DNN Acceleration based on Approximate Matrix Multiplication. CoRR abs/2311.10207 (2023)
[i181]
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  - journals/corr/abs-2311-10378
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Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini:
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV. CoRR abs/2311.10378 (2023)
[i180]
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  - journals/corr/abs-2311-17815
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Fabrizio Ferrandi, Serena Curzel, Leandro Fiorin, Daniele Ielmini, Cristina Silvano, Francesco Conti, Alessio Burrello, Francesco Barchi, Luca Benini, Luciano Lavagno, Teodoro Urso, Enrico Calore, Sebastiano Fabio Schifano, Cristian Zambelli, Maurizio Palesi, Giuseppe Ascia, Enrico Russo, Nicola Petra, Davide De Caro, Gennaro Di Meo, Valeria Cardellini, Salvatore Filippone, Francesco Lo Presti, Francesco Silvestri, Paolo Palazzari, Stefania Perri:
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures. CoRR abs/2311.17815 (2023)
[i179]
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  - journals/corr/abs-2312-02829
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Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi:
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition. CoRR abs/2312.02829 (2023)
[i178]
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  - journals/corr/abs-2312-05605
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Aleksandar Terzic, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi:
TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing. CoRR abs/2312.05605 (2023)
[i177]
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  - journals/corr/abs-2312-13086
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Mahyar Pourjabar, Manuele Rusci, Luca Bompani, Lorenzo Lamberti, Vlad Niculescu, Daniele Palossi, Luca Benini:
Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration. CoRR abs/2312.13086 (2023)
[i176]
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  - journals/corr/abs-2312-14750
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Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini:
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality with At-MRAM Neural Engine. CoRR abs/2312.14750 (2023)
2022
[j362]
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Angelo Garofalo, Gianmarco Ottavi, Francesco Conti, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi:
A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(2): 422-435 (2022)
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  - journals/health/BurrelloPRSRPPB22
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Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti:
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. ACM Trans. Comput. Heal. 3(2): 19:1-19:25 (2022)
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Daniele Palossi, Nicky Zimmerman, Alessio Burrello, Francesco Conti, Hanna Müller, Luca Maria Gambardella, Luca Benini, Alessandro Giusti, Jérôme Guzzi:
Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power Autonomous Flying Nano-UAVs. IEEE Internet Things J. 9(3): 1913-1929 (2022)
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Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini:
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring. IEEE Internet Things J. 9(18): 17660-17674 (2022)
[j358]
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Davide Rossi, Francesco Conti, Manuel Eggimann, Alfio Di Mauro, Giuseppe Tagliavini, Stefan Mach, Marco Guermandi, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini:
Vega: A Ten-Core SoC for IoT Endnodes With DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode. IEEE J. Solid State Circuits 57(1): 127-139 (2022)
[j357]
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Victor Javier Kartsch, Velu Prabhakar Kumaravel, Simone Benatti, Giorgio Vallortigara, Luca Benini, Elisabetta Farella, Marco Buiatti:
Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis. Sensors 22(24): 9803 (2022)
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Vlad Niculescu, Daniele Palossi, Michele Magno, Luca Benini:
Fly, Wake-up, Find: UAV-based Energy-efficient Localization for Distributed Sensor Nodes. Sustain. Comput. Informatics Syst. 34: 100666 (2022)
[j355]
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Alessio Burrello, Giovanni Zara, Luca Benini, Davide Brunelli, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning. Sustain. Comput. Informatics Syst. 35: 100704 (2022)
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Tommaso Polonelli, Michele Magno, Vlad Niculescu, Luca Benini, David E. Boyle:
An open platform for efficient drone-to-sensor wireless ranging and data harvesting. Sustain. Comput. Informatics Syst. 35: 100734 (2022)
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Andreas Kurth, Wolfgang Rönninger, Thomas Benz, Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Luca Benini:
An Open-Source Platform for High-Performance Non-Coherent On-Chip Communication. IEEE Trans. Computers 71(8): 1794-1809 (2022)
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Moritz Scherer, Georg Rutishauser, Lukas Cavigelli, Luca Benini:
CUTIE: Beyond PetaOp/s/W Ternary DNN Inference Acceleration With Better-Than-Binary Energy Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 1020-1033 (2022)
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Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini:
Optimizing Random Forest-Based Inference on RISC-V MCUs at the Extreme Edge. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4516-4526 (2022)
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Gianna Paulin, Francesco Conti, Lukas Cavigelli, Luca Benini:
Vau Da Muntanialas: Energy-Efficient Multi-Die Scalable Acceleration of RNN Inference. IEEE Trans. Circuits Syst. I Regul. Pap. 69(1): 244-257 (2022)
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Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini:
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 69(5): 2002-2012 (2022)
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Andres Gomez, Andreas Tretter, Pascal Alexander Hager, Praveenth Sanmugarajah, Luca Benini, Lothar Thiele:
Dataflow Driven Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems. ACM Trans. Embed. Comput. Syst. 21(5): 54:1-54:29 (2022)
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Petar Jokic, Erfan Azarkhish, Andrea Bonetti, Marc Pons, Stéphane Emery, Luca Benini:
A Construction Kit for Efficient Low Power Neural Network Accelerator Designs. ACM Trans. Embed. Comput. Syst. 21(5): 56:1-56:36 (2022)
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Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini:
Trimming Feature Extraction and Inference for MCU-Based Edge NILM: A Systematic Approach. IEEE Trans. Ind. Informatics 18(2): 943-952 (2022)
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Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini:
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications. IEEE Trans. Instrum. Meas. 71: 1-14 (2022)
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Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini:
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics. IEEE Trans. Parallel Distributed Syst. 33(5): 1038-1053 (2022)
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Andreas Kurth, Björn Forsberg, Luca Benini:
HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing. IEEE Trans. Parallel Distributed Syst. 33(10): 4368-4382 (2022)
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  - conf/aicas/CioflanCRPB22
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Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini:
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting. AICAS 2022: 82-85
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Jiawei Liao, Lars Widmer, Xiaying Wang, Alfio Di Mauro, Samuel R. Nason-Tomaszewski, Cynthia A. Chestek, Luca Benini, Taekwang Jang:
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface. AICAS 2022: 134-137
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Nazareno Bruschi, Giuseppe Tagliavini, Francesco Conti, Sergi Abadal, Albert Cabellos-Aparicio, Eduard Alarcón, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi:
Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference. AICAS 2022: 170-173
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Lorenzo Lamberti, Vlad Niculescu, Michal Barcis, Lorenzo Bellone, Enrico Natalizio, Luca Benini, Daniele Palossi:
Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones. AICAS 2022: 287-290
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Alessio Burrello, Giacomo Sintoni, Davide Brunelli, Luca Benini:
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring. AICAS 2022: 439-442
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Luca Bertaccini, Gianna Paulin, Tim Fischer, Stefan Mach, Luca Benini:
MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V Cores. ARITH 2022: 1-8
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Matteo Perotti, Matheus A. Cavalcante, Nils Wistoff, Renzo Andri, Lukas Cavigelli, Luca Benini:
A "New Ara" for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design. ASAP 2022: 43-51
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Alessio Burrello, Daniele Jahier Pagliari, Marzia Bianco, Enrico Macii, Luca Benini, Massimo Poncino, Simone Benatti:
Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data. BioCAS 2022: 153-157
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Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini:
A High SNR, Low-latency Dry EMG Acquisition System for Unobtrusive HMI Devices. BioCAS 2022: 544-548
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Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini:
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. BioCAS 2022: 640-644
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Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti:
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. BioCAS 2022: 704-708
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Giovanni Bambini, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini:
Modeling the Thermal and Power Control Subsystem in HPC Processors. CCTA 2022: 397-402
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  - conf/cf/ArdebiliBB22
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Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Luca Benini:
Multi-level anomaly prediction in Tier-0 datacenter: a deep learning approach. CF 2022: 197-198
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Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini:
Semi-supervised anomaly detection on a Tier-0 HPC system. CF 2022: 203-204
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Federico Ficarelli, Andrea Bartolini, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini:
Meet Monte Cimone: exploring RISC-V high performance compute clusters. CF 2022: 207-208
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  - conf/cf/IngolfssonVWLBS22
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Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani:
Reducing neural architecture search spaces with training-free statistics and computational graph clustering. CF 2022: 213-214
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Moritz Scherer, Alfio Di Mauro, Georg Rutishauser, Tim Fischer, Luca Benini:
A 1036 TOp/s/W, 12.2 mW, 2.72 μJ/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications. COOL CHIPS 2022: 1-3
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Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini:
Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm. CVPR 2022: 470-479
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Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Constrained Few-shot Class-incremental Learning. CVPR 2022: 9047-9057
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  - conf/date/CossettiniTVMHB22
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Andrea Cossettini, Konstantin Taranov, Christian Vogt, Michele Magno, Torsten Hoefler, Luca Benini:
A RDMA Interface for Ultra-Fast Ultrasound Data-Streaming over an Optical Link. DATE 2022: 80-83
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Matheus A. Cavalcante, Anthony Agnesina, Samuel Riedel, Moritz Brunion, Alberto García-Ortiz, Dragomir Milojevic, Francky Catthoor, Sung Kyu Lim, Luca Benini:
MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration. DATE 2022: 394-399
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Georg Rutishauser, Moritz Scherer, Tim Fischer, Luca Benini:
Ternarized TCN for $\mu \mathrm{J}/\text{Inference}$ Gesture Recognition from DVS Event Frames. DATE 2022: 736-741
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Alfio Di Mauro, Arpan Suravi Prasad, Zhikai Huang, Matteo Spallanzani, Francesco Conti, Luca Benini:
SNE: an Energy-Proportional Digital Accelerator for Sparse Event-Based Convolutions. DATE 2022: 825-830
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  - conf/date/TortorellaBRBC22
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Yvan Tortorella, Luca Bertaccini, Davide Rossi, Luca Benini, Francesco Conti:
RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs. DATE 2022: 1099-1102
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Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. DATE 2022: 1443-1448
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Sergei Vostrikov, Andrea Cossettini, Christoph Leitner, Christian Baumgartner, Luca Benini:
AEPUS: a tool for the Automated Extraction of Pennation angles in Ultrasound images with low Signal-to-noise ratio for plane-wave imaging. EMBC 2022: 1520-1526
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Riccardo Donati, Victor Javier Kartsch, Luca Benini, Simone Benatti:
BioWolf16: a 16-channel, 24-bit, 4kSPS Ultra-Low Power Platform for Wearable Clinical-grade Bio-potential Parallel Processing and Streaming. EMBC 2022: 2518-2522
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Marco Guermandi, Andrea Cossettini, Simone Benatti, Luca Benini:
A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime. EMBC 2022: 3139-3145
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Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini:
Energy-Efficient Tree-Based EEG Artifact Detection. EMBC 2022: 3723-3728
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  - conf/esscirc/KarunaratneHLCG22
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Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi:
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory. ESSCIRC 2022: 105-108
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  - conf/esscirc/GarofaloPVTNBR022
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Angelo Garofalo, Matteo Perotti, Luca Valente, Yvan Tortorella, Alessandro Nadalini, Luca Benini, Davide Rossi, Francesco Conti:
Darkside: 2.6GFLOPS, 8.7mW Heterogeneous RISC-V Cluster for Extreme-Edge On-Chip DNN Inference and Training. ESSCIRC 2022: 273-276
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  - conf/esscirc/CastanedaBS22
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Oscar Castañeda, Luca Benini, Christoph Studer:
A 283 pJ/b 240 Mb/s Floating-Point Baseband Accelerator for Massive MU-MIMO in 22FDX. ESSCIRC 2022: 357-360
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Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini:
Analysing Supercomputer Nodes Behaviour with the Latent Representation of Deep Learning Models. Euro-Par 2022: 171-185
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Martin Molan, Andrea Borghesi, Luca Benini, Andrea Bartolini:
Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection. Euro-Par Workshops 2022: 294-298
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  - conf/green/DequinoCB22
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Alberto Dequino, Francesco Conti, Luca Benini:
ViT-LR: Pushing the Envelope for Transformer-Based on-Device Embedded Continual Learning. IGSC 2022: 1-6
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Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes. IGSC 2022: 1-6
[c772]
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  - conf/hotchips/MauroSRB22
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Alfio Di Mauro, Moritz Scherer, Davide Rossi, Luca Benini:
Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs. HCS 2022: 1-19
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Vlad Niculescu, Hanna Müller, Iman Ostovar, Tommaso Polonelli, Michele Magno, Luca Benini:
Towards a Multi-Pixel Time-of-Flight Indoor Navigation System for Nano-Drone Applications. I2MTC 2022: 1-6
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Matheus A. Cavalcante, Domenic Wüthrich, Matteo Perotti, Samuel Riedel, Luca Benini:
Spatz: A Compact Vector Processing Unit for High-Performance and Energy-Efficient Shared-L1 Clusters. ICCAD 2022: 22:1-22:9
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Iman Ostovar, Vlad Niculescu, Hanna Müller, Tommaso Polonelli, Michele Magno, Luca Benini:
Demo Abstract: Towards Reliable Obstacle Avoidance for Nano-UAVs. IPSN 2022: 501-502
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  - conf/iscas/KuhneMB22
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Jonas Kühne, Michele Magno, Luca Benini:
Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation. ISCAS 2022: 301-305
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Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim:
Hier-3D: A Hierarchical Physical Design Methodology for Face-to-Face-Bonded 3D ICs. ISLPED 2022: 15:1-15:6
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Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. ISLPED 2022: 28:1-28:6
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Gianna Paulin, Matheus A. Cavalcante, Paul Scheffler, Luca Bertaccini, Yichao Zhang, Frank K. Gürkaynak, Luca Benini:
Soft Tiles: Capturing Physical Implementation Flexibility for Tightly-Coupled Parallel Processing Clusters. ISVLSI 2022: 44-49
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Michael Rogenmoser, Nils Wistoff, Pirmin Vogel, Frank K. Gürkaynak, Luca Benini:
On-Demand Redundancy Grouping: Selectable Soft-Error Tolerance for a Multicore Cluster. ISVLSI 2022: 398-401
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  - conf/meco/Benini22
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Luca Benini:
PULP: Extreme Energy Efficiency for Extreme Edge AI Acceleration. MECO 2022: 1
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  - conf/samos/OttavianoBBBBRB22
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Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Corrado Bonfanti, Simone Benatti, Davide Rossi, Luca Benini, Andrea Bartolini:
ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration. SAMOS 2022: 120-135
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Davide Nadalini, Manuele Rusci, Giuseppe Tagliavini, Leonardo Ravaglia, Luca Benini, Francesco Conti:
PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning. SAMOS 2022: 200-216
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Sergio Mazzola, Thomas Benz, Björn Forsberg, Luca Benini:
A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms. SAMOS 2022: 346-361
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Carla Amatetti, Tommaso Polonelli, Enea Masina, Charles Moatti, Denis Mikhaylov, Davide Amato, Alessandro Vanelli-Coralli, Michele Magno, Luca Benini:
Towards the Future Generation of Railway Localization and Signaling Exploiting sub-meter RTK GNSS. SAS 2022: 1-6
[c758]
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  - conf/sas2/HafthorsdottirV22
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Soley Hafthorsdottir, Sergei Vostrikov, Andrea Cossettini, Michael Rieder, Christoph Leitner, Michele Magno, Luca Benini:
Automatic Extraction of Muscle Fascicle Pennation Angle from Raw Ultrasound Data. SAS 2022: 1-5
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  - conf/socc/BartoliniFPBBGM22
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Andrea Bartolini, Federico Ficarelli, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini:
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. SOCC 2022: 1-6
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  - conf/supercomputer/ArdebiliBAB22
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Mohsen Seyedkazemi Ardebili, Andrea Bartolini, Andrea Acquaviva, Luca Benini:
Rule-Based Thermal Anomaly Detection for Tier-0 HPC Systems. ISC Workshops 2022: 262-276
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  - conf/sysint/MazzoniTBB22
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Benedetta Mazzoni, Giuseppe Tagliavini, Luca Benini, Simone Benatti:
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing. SYSINT 2022: 160-170
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  - conf/wimob/SchererSRMB22
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Moritz Scherer, Fabian Sidler, Michael Rogenmoser, Michele Magno, Luca Benini:
WideVision: A Low-Power, Multi-Protocol Wireless Vision Platform for Distributed Surveillance. WiMob 2022: 394-399
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Andreas Kurth, Björn Forsberg, Luca Benini:
HEROv2 Software Development Kit (SDK) Docker Image. IEEE DataPort, 2022
[i175]
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  - journals/corr/abs-2201-01089
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Angelo Garofalo, Gianmarco Ottavi, Francesco Conti, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi:
A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks. CoRR abs/2201.01089 (2022)
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  - journals/corr/abs-2201-03386
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Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini:
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. CoRR abs/2201.03386 (2022)
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Andreas Kurth, Björn Forsberg, Luca Benini:
HEROv2: Full-Stack Open-Source Research Platform for Heterogeneous Computing. CoRR abs/2201.03861 (2022)
[i172]
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  - journals/corr/abs-2201-08166
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Nazareno Bruschi, Germain Haugou, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors. CoRR abs/2201.08166 (2022)
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  - journals/corr/abs-2201-08656
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Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Alfio Di Mauro, Luca Benini, Davide Rossi:
Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode. CoRR abs/2201.08656 (2022)
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  - journals/corr/abs-2202-07462
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Gianna Paulin, Francesco Conti, Lukas Cavigelli, Luca Benini:
Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference. CoRR abs/2202.07462 (2022)
[i169]
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  - journals/corr/abs-2202-12029
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Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Gernot Heiser, Luca Benini:
Systematic Prevention of On-Core Timing Channels by Full Temporal Partitioning. CoRR abs/2202.12029 (2022)
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  - journals/corr/abs-2203-02380
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Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini:
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring. CoRR abs/2203.02380 (2022)
[i167]
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  - journals/corr/abs-2203-04396
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Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti:
Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring. CoRR abs/2203.04396 (2022)
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  - journals/corr/abs-2203-04571
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Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi:
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices. CoRR abs/2203.04571 (2022)
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  - journals/corr/abs-2203-11323
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Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini:
Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm. CoRR abs/2203.11323 (2022)
[i164]
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  - journals/corr/abs-2203-12925
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Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino:
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. CoRR abs/2203.12925 (2022)
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  - journals/corr/abs-2203-12932
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Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. CoRR abs/2203.12932 (2022)
[i162]
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  - journals/corr/abs-2203-14768
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Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino:
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. CoRR abs/2203.14768 (2022)
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  - journals/corr/abs-2203-14907
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Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices. CoRR abs/2203.14907 (2022)
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  - journals/corr/abs-2203-15069
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Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini:
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications. CoRR abs/2203.15069 (2022)
[i159]
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  - journals/corr/abs-2203-16339
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Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Robust and Energy-efficient PPG-based Heart-Rate Monitoring. CoRR abs/2203.16339 (2022)
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  - journals/corr/abs-2203-16588
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Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Constrained Few-shot Class-incremental Learning. CoRR abs/2203.16588 (2022)
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  - journals/corr/abs-2204-03431
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Francesco Daghero, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini, Enrico Macii, Massimo Poncino:
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence. CoRR abs/2204.03431 (2022)
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  - journals/corr/abs-2204-09577
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Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini:
Energy-Efficient Tree-Based EEG Artifact Detection. CoRR abs/2204.09577 (2022)
[i155]
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  - journals/corr/abs-2204-10687
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Alfio Di Mauro, Arpan Suravi Prasad, Zhikai Huang, Matteo Spallanzani, Francesco Conti, Luca Benini:
SNE: an Energy-Proportional Digital Accelerator for Sparse Event-Based Convolutions. CoRR abs/2204.10687 (2022)
[i154]
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  - journals/corr/abs-2204-11192
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Yvan Tortorella, Luca Bertaccini, Davide Rossi, Luca Benini, Francesco Conti:
RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs. CoRR abs/2204.11192 (2022)
[i153]
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  - journals/corr/abs-2204-14103
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Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani:
Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering. CoRR abs/2204.14103 (2022)
[i152]
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  - journals/corr/abs-2205-03725
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Andrea Bartolini, Federico Ficarelli, Emanuele Parisi, Francesco Beneventi, Francesco Barchi, Daniele Gregori, Fabrizio Magugliani, Marco Cicala, Cosimo Gianfreda, Daniele Cesarini, Andrea Acquaviva, Luca Benini:
Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers. CoRR abs/2205.03725 (2022)
[i151]
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  - journals/corr/abs-2205-11902
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Tommaso Polonelli, Hanna Müller, Weikang Kong, Raphael Fischer, Luca Benini, Michele Magno:
Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines. CoRR abs/2205.11902 (2022)
[i150]
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  - journals/corr/abs-2205-12580
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Michael Rogenmoser, Nils Wistoff, Pirmin Vogel, Frank K. Gürkaynak, Luca Benini:
On-Demand Redundancy Grouping: Selectable Soft-Error Tolerance for a Multicore Cluster. CoRR abs/2205.12580 (2022)
[i149]
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  - journals/corr/abs-2205-13838
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Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. CoRR abs/2205.13838 (2022)
[i148]
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  - journals/corr/abs-2206-00302
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Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. CoRR abs/2206.00302 (2022)
[i147]
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  - journals/corr/abs-2206-04796
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Nazareno Bruschi, Giuseppe Tagliavini, Francesco Conti, Sergi Abadal, Albert Cabellos-Aparicio, Eduard Alarcón, Geethan Karunaratne, Irem Boybat, Luca Benini, Davide Rossi:
Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference. CoRR abs/2206.04796 (2022)
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Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes. CoRR abs/2206.08852 (2022)
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Luca Bertaccini, Gianna Paulin, Tim Fischer, Stefan Mach, Luca Benini:
MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V cores. CoRR abs/2207.03192 (2022)
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  - journals/corr/abs-2207-06810
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Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi:
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory. CoRR abs/2207.06810 (2022)
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Matheus A. Cavalcante, Domenic Wüthrich, Matteo Perotti, Samuel Riedel, Luca Benini:
Spatz: A Compact Vector Processing Unit for High-Performance and Energy-Efficient Shared-L1 Clusters. CoRR abs/2207.07970 (2022)
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  - journals/corr/abs-2208-12624
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Hanna Müller, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini:
Robust and Efficient Depth-based Obstacle Avoidance for Autonomous Miniaturized UAVs. CoRR abs/2208.12624 (2022)
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Martin Molan, Andrea Borghesi, Daniele Cesarini, Luca Benini, Andrea Bartolini:
RUAD: unsupervised anomaly detection in HPC systems. CoRR abs/2208.13169 (2022)
[i140]
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  - journals/corr/abs-2209-00889
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Gianna Paulin, Matheus A. Cavalcante, Paul Scheffler, Luca Bertaccini, Yichao Zhang, Frank K. Gürkaynak, Luca Benini:
Soft Tiles: Capturing Physical Implementation Flexibility for Tightly-Coupled Parallel Processing Clusters. CoRR abs/2209.00889 (2022)
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Alfio Di Mauro, Moritz Scherer, Davide Rossi, Luca Benini:
Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs. CoRR abs/2209.01065 (2022)
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  - journals/corr/abs-2210-06287
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Jiawei Liao, Lars Widmer, Xiaying Wang, Alfio Di Mauro, Samuel R. Nason-Tomaszewski, Cynthia A. Chestek, Luca Benini, Taekwang Jang:
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface. CoRR abs/2210.06287 (2022)
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  - journals/corr/abs-2210-08882
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Matteo Perotti, Matheus A. Cavalcante, Nils Wistoff, Renzo Andri, Lukas Cavigelli, Luca Benini:
A "New Ara" for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design. CoRR abs/2210.08882 (2022)
[i136]
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  - journals/corr/abs-2210-09196
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Marco Bertuletti, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini:
Efficient Parallelization of 5G-PUSCH on a Scalable RISC-V Many-core Processor. CoRR abs/2210.09196 (2022)
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  - journals/corr/abs-2211-05052
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Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi:
In-memory factorization of holographic perceptual representations. CoRR abs/2211.05052 (2022)
[i134]
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  - journals/corr/abs-2211-10409
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Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini:
AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads. CoRR abs/2211.10409 (2022)
[i133]
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  - journals/corr/abs-2211-12877
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Nazareno Bruschi, Giuseppe Tagliavini, Angelo Garofalo, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi:
End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture. CoRR abs/2211.12877 (2022)
[i132]
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  - journals/corr/abs-2211-13980
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Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler:
Sparse Hamming Graph: A Customizable Network-on-Chip Topology. CoRR abs/2211.13980 (2022)
[i131]
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  - journals/corr/abs-2211-13989
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Patrick Iff, Maciej Besta, Matheus A. Cavalcante, Tim Fischer, Luca Benini, Torsten Hoefler:
HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement. CoRR abs/2211.13989 (2022)
[i130]
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  - journals/corr/abs-2211-14944
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Luca Valente, Yvan Tortorella, Mattia Sinigaglia, Giuseppe Tagliavini, Alessandro Capotondi, Luca Benini, Davide Rossi:
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC. CoRR abs/2211.14944 (2022)
[i129]
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  - journals/corr/abs-2212-00688
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Moritz Scherer, Alfio Di Mauro, Tim Fischer, Georg Rutishauser, Luca Benini:
TCN-CUTIE: A 1036 TOp/s/W, 2.72 uJ/Inference, 12.2 mW All-Digital Ternary Accelerator in 22 nm FDX Technology. CoRR abs/2212.00688 (2022)
[i128]
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  - journals/corr/abs-2212-00873
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Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal:
CONVOLVE: Smart and seamless design of smart edge processors. CoRR abs/2212.00873 (2022)
[i127]
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  - journals/corr/abs-2212-04896
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Philipp Mayer, Michele Magno, Luca Benini:
Self-sustaining Ultra-wideband Positioning System for Event-driven Indoor Localization. CoRR abs/2212.04896 (2022)
2021
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  - journals/braininf/HerscheLKBR21
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Michael Hersche, Stefan Lippuner, Matthias Korb, Luca Benini, Abbas Rahimi:
Near-channel classifier: symbiotic communication and classification in high-dimensional space. Brain Informatics 8(1): 16 (2021)
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  - journals/cluster/LibriBB21
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Antonio Libri, Andrea Bartolini, Luca Benini:
DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended). Clust. Comput. 24(4): 2723-2734 (2021)
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Luca Benini, Deming Chen, Jinjun Xiong, Zhiru Zhang:
Guest Editors' Introduction: Machine Intelligence at the Edge. IEEE Des. Test 38(4): 5-6 (2021)
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Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen:
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign. IEEE Des. Test 38(4): 7-26 (2021)
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Petar Jokic, Stéphane Emery, Luca Benini:
Improving Memory Utilization in Convolutional Neural Network Accelerators. IEEE Embed. Syst. Lett. 13(3): 77-80 (2021)
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Benedetta Mazzoni, Simone Benatti, Luca Benini, Giuseppe Tagliavini:
Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes. IEEE Embed. Syst. Lett. 13(4): 210-213 (2021)
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Vlad Niculescu, Lorenzo Lamberti, Francesco Conti, Luca Benini, Daniele Palossi:
Improving Autonomous Nano-Drones Performance via Automated End-to-End Optimization and Deployment of DNNs. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 548-562 (2021)
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Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini:
A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 789-802 (2021)
[j334]
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  - journals/ficn/DazziSBE21
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Martino Dazzi, Abu Sebastian, Luca Benini, Evangelos Eleftheriou:
Accelerating Inference of Convolutional Neural Networks Using In-memory Computing. Frontiers Comput. Neurosci. 15: 674154 (2021)
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Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini:
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. IEEE Internet Things J. 8(6): 4433-4447 (2021)
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Moritz Scherer, Michele Magno, Jonas Erb, Philipp Mayer, Manuel Eggimann, Luca Benini:
TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition With Short Range Radars. IEEE Internet Things J. 8(13): 10336-10346 (2021)
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  - journals/micro/ZarubaSB21
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Florian Zaruba, Fabian Schuiki, Luca Benini:
Manticore: A 4096-Core RISC-V Chiplet Architecture for Ultraefficient Floating-Point Computing. IEEE Micro 41(2): 36-42 (2021)
[j330]
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  - journals/sensors/PaoliniGMSBBC21
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Giacomo Paolini, Marco Guermandi, Diego Masotti, Mazen Shanawani, Francesca Benassi, Luca Benini, Alessandra Costanzo:
RF-Powered Low-Energy Sensor Nodes for Predictive Maintenance in Electromagnetically Harsh Industrial Environments. Sensors 21(2): 386 (2021)
[j329]
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  - journals/sensors/PradoRCDBP21
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Miguel de Prado, Manuele Rusci, Alessandro Capotondi, Romain Donze, Luca Benini, Nuria Pazos:
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles. Sensors 21(4): 1339 (2021)
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Philipp Mayer, Michele Magno, Luca Benini:
Energy-Positive Activity Recognition - From Kinetic Energy Harvesting to Smart Self-Sustainable Wearable Devices. IEEE Trans. Biomed. Circuits Syst. 15(5): 926-937 (2021)
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Xiaying Wang, Lukas Cavigelli, Tibor Schneider, Luca Benini:
Sub-100 $\mu$W Multispectral Riemannian Classification for EEG-Based Brain-Machine Interfaces. IEEE Trans. Biomed. Circuits Syst. 15(6): 1149-1160 (2021)
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Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. IEEE Trans. Biomed. Circuits Syst. 15(6): 1196-1209 (2021)
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Björn Forsberg, Luca Benini, Andrea Marongiu:
HePREM: A Predictable Execution Model for GPU-based Heterogeneous SoCs. IEEE Trans. Computers 70(1): 17-29 (2021)
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Fabian Schuiki, Florian Zaruba, Torsten Hoefler, Luca Benini:
Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores. IEEE Trans. Computers 70(2): 212-227 (2021)
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN: A Run-Time Library for Performance-Neutral Energy Saving in MPI Applications. IEEE Trans. Computers 70(5): 682-695 (2021)
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Martino Dazzi, Abu Sebastian, Thomas P. Parnell, Pier Andrea Francese, Luca Benini, Evangelos Eleftheriou:
Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification. IEEE Trans. Computers 70(6): 922-935 (2021)
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Luca Benini, Simone Benatti, Taekwang Jang, Abbas Rahimi:
Guest Editorial: IEEE TC Special Issue On Smart Edge Computing and IoT. IEEE Trans. Computers 70(8): 1146-1147 (2021)
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Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Snitch: A Tiny Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads. IEEE Trans. Computers 70(11): 1845-1860 (2021)
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Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini:
Automated Design Space Exploration for Optimized Deployment of DNN on Arm Cortex-A CPUs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(11): 2293-2305 (2021)
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Manuel Eggimann, Abbas Rahimi, Luca Benini:
A 5 μW Standard Cell Memory-Based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing. IEEE Trans. Circuits Syst. I Regul. Pap. 68(10): 4116-4128 (2021)
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Ahmed Elnaqib, Hayate Okuhara, Taekwang Jang, Davide Rossi, Luca Benini:
A 0.5GHz 0.35mW LDO-Powered Constant-Slope Phase Interpolator With 0.22% INL. IEEE Trans. Circuits Syst. II Express Briefs 68(1): 156-160 (2021)
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Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing. IEEE Trans. Circuits Syst. II Express Briefs 68(5): 1725-1729 (2021)
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Björn Forsberg, Marco Solieri, Marko Bertogna, Luca Benini, Andrea Marongiu:
The Predictable Execution Model in Practice: Compiling Real Applications for COTS Hardware. ACM Trans. Embed. Comput. Syst. 20(5): 47:1-47:25 (2021)
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Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V Based IoT End Nodes. IEEE Trans. Emerg. Top. Comput. 9(3): 1489-1505 (2021)
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Giulia Luciani, Marco Crescentini, Aldo Romani, Marco Chiani, Luca Benini, Marco Tartagni:
Energy-Efficient PRBS Impedance Spectroscopy on a Digital Versatile Platform. IEEE Trans. Instrum. Meas. 70: 1-12 (2021)
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Philipp Mayer, Michele Magno, Armin Berger, Luca Benini:
RTK-LoRa: High-Precision, Long-Range, and Energy-Efficient Localization for Mobile IoT Devices. IEEE Trans. Instrum. Meas. 70: 1-11 (2021)
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Alessio Burrello, Simone Benatti, Kaspar Schindler, Luca Benini, Abbas Rahimi:
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection. IEEE J. Biomed. Health Informatics 25(4): 935-946 (2021)
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Çagla Özsoy, Andrea Cossettini, Ali Özbek, Sergei Vostrikov, Pascal Hager, Xosé-Luís Dean-Ben, Luca Benini, Daniel Razansky:
LightSpeed: A Compact, High-Speed Optical-Link-Based 3D Optoacoustic Imager. IEEE Trans. Medical Imaging 40(8): 2023-2029 (2021)
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Florian Glaser, Giuseppe Tagliavini, Davide Rossi, Germain Haugou, Qiuting Huang, Luca Benini:
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters. IEEE Trans. Parallel Distributed Syst. 32(3): 633-648 (2021)
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Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini:
HPC Cooling: A Flexible Modeling Tool for Effective Design and Management. IEEE Trans. Sustain. Comput. 6(3): 441-455 (2021)
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Riduan Khaddam-Aljameh, Pier Andrea Francese, Luca Benini, Evangelos Eleftheriou:
An SRAM-Based Multibit In-Memory Matrix-Vector Multiplier With a Precision That Scales Linearly in Area, Time, and Power. IEEE Trans. Very Large Scale Integr. Syst. 29(2): 372-385 (2021)
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Pasquale Davide Schiavone, Davide Rossi, Alfio Di Mauro, Frank K. Gürkaynak, Timothy Saxe, Mao Wang, Ket Chong Yap, Luca Benini:
Arnold: An eFPGA-Augmented RISC-V SoC for Flexible and Low-Power IoT End Nodes. IEEE Trans. Very Large Scale Integr. Syst. 29(4): 677-690 (2021)
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Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini:
FPnew: An Open-Source Multiformat Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing. IEEE Trans. Very Large Scale Integr. Syst. 29(4): 774-787 (2021)
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Gianna Paulin, Renzo Andri, Francesco Conti, Luca Benini:
RNN-Based Radio Resource Management on Multicore RISC-V Accelerator Architectures. IEEE Trans. Very Large Scale Integr. Syst. 29(9): 1624-1637 (2021)
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Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi:
A Fully Integrated 5-mW, 0.8-Gbps Energy-Efficient Chip-to-Chip Data Link for Ultralow-Power IoT End-Nodes in 65-nm CMOS. IEEE Trans. Very Large Scale Integr. Syst. 29(10): 1800-1811 (2021)
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Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. 37(6): 1593-1610 (2021)
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  - conf/aicas/IngolfssonWHBCB21
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Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini:
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network. AICAS 2021: 1-4
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Vlad Niculescu, Lorenzo Lamberti, Daniele Palossi, Luca Benini:
Automated Tuning of End-to-end Neural Flight Controllers for Autonomous Nano-drones. AICAS 2021: 1-4
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Gianmarco Ottavi, Geethan Karunaratne, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi:
End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are We There Yet? AICAS 2021: 1-4
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Fabio Montagna, Giuseppe Tagliavini, Davide Rossi, Angelo Garofalo, Luca Benini:
Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs. ARCS 2021: 167-182
[c749]
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Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodes. ARITH 2021: 53
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Luca Bertaccini, Luca Benini, Francesco Conti:
To Buffer, or Not to Buffer? A Case Study on FFT Accelerators for Ultra-Low-Power Multicore Clusters. ASAP 2021: 1-8
[c747]
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Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti:
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. BioCAS 2021: 1-4
[c746]
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  - conf/coins/BurrelloSZ0B21
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Alessio Burrello, Moritz Scherer, Marcello Zanghieri, Francesco Conti, Luca Benini:
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes. COINS 2021: 1-6
[c745]
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  - conf/coins/ZanghieriBBMMPM21
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Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch Morinigo, Roberto Meattini, Gianluca Palli, Claudio Melchiorri, Luca Benini:
sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller. COINS 2021: 1-6
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Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino:
Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. DAC 2021: 1015-1020
[c743]
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  - conf/date/WistoffSGBH21
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Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Luca Benini, Gernot Heiser:
Microarchitectural Timing Channels and their Prevention on an Open-Source 64-bit RISC-V Core. DATE 2021: 627-632
[c742]
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Matheus A. Cavalcante, Samuel Riedel, Antonio Pullini, Luca Benini:
MemPool: A Shared-L1 Memory Many-Core Cluster with a Low-Latency Interconnect. DATE 2021: 701-706
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  - conf/date/BalasB21
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Robert Balas, Luca Benini:
RISC-V for Real-time MCUs - Software Optimization and Microarchitectural Gap Analysis. DATE 2021: 874-877
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  - conf/date/MattheeuwsFKB21
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Maxim Mattheeuws, Björn Forsberg, Andreas Kurth, Luca Benini:
Analyzing Memory Interference of FPGA Accelerators on Multicore Hosts in Heterogeneous Reconfigurable SoCs. DATE 2021: 1152-1155
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Mohsen Seyedkazemi Ardebili, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini:
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks. DATE 2021: 1256-1259
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  - conf/date/MiillerPM0B21
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Hanna Müller, Daniele Palossi, Stefan Mach, Francesco Conti, Luca Benini:
Fünfiiber-Drone: A Modular Open-Platform 18-grams Autonomous Nano-Drone. DATE 2021: 1610-1615
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  - conf/date/SchefflerZSHB21
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Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Indirection Stream Semantic Register Architecture for Efficient Sparse-Dense Linear Algebra. DATE 2021: 1787-1792
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  - conf/date/MauroSMBMB21
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Alfio Di Mauro, Moritz Scherer, Jordi Fornt Mas, Basile Bougenot, Michele Magno, Luca Benini:
FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node. DATE 2021: 1851-1854
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  - conf/embc/LeitnerBKCKPBGB21
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Christoph Leitner, Simone Benatti, Kirill Keller, Andrea Cossettini, Victor Javier Kartsch, Harald Penasso, Luca Benini, Francesco Greco, Christian Baumgartner:
UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. EMBC 2021: 7077-7082
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  - conf/esscirc/BenzBZSGB21
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Thomas Benz, Luca Bertaccini, Florian Zaruba, Fabian Schuiki, Frank K. Gürkaynak, Luca Benini:
A 10-core SoC with 20 Fine-Grain Power Domains for Energy-Proportional Data-Parallel Processing over a Wide Voltage and Temperature Range. ESSCIRC 2021: 263-266
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Angelo Garofalo, Gianmarco Ottavi, Alfio Di Mauro, Francesco Conti, Giuseppe Tagliavini, Luca Benini, Davide Rossi:
A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode. ESSCIRC 2021: 267-270
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  - conf/i2mtc/MoallemiBBB21
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Amirhossein Moallemi, Alessio Burrello, Davide Brunelli, Luca Benini:
Model-based vs. Data-driven Approaches for Anomaly Detection in Structural Health Monitoring: a Case Study. I2MTC 2021: 1-6
[c731]
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Moritz Scherer, Philipp Mayer, Alfio Di Mauro, Michele Magno, Luca Benini:
Towards Always-on Event-based Cameras for Long-lasting Battery-operated Smart Sensor Nodes. I2MTC 2021: 1-6
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  - conf/iccad/RiedelSSZB21
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Samuel Riedel, Fabian Schuiki, Paul Scheffler, Florian Zaruba, Luca Benini:
Banshee: A Fast LLVM-Based RISC-V Binary Translator. ICCAD 2021: 1-9
[c729]
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Nazareno Bruschi, Germain Haugou, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors. ICCD 2021: 409-416
[c728]
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  - conf/icphys/FischerMPBM21
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Raphael Fischer, Hanna Müller, Tommaso Polonelli, Luca Benini, Michele Magno:
WindNode: A Long-Lasting And Long-Range Bluetooth Wireless Sensor Node for Pressure and Acoustic Monitoring on Wind Turbines. ICPS 2021: 393-399
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Salvatore Di Girolamo, Andreas Kurth, Alexandru Calotoiu, Thomas Benz, Timo Schneider, Jakub Beránek, Luca Benini, Torsten Hoefler:
A RISC-V in-network accelerator for flexible high-performance low-power packet processing. ISCA 2021: 958-971
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Renzo Andri, Geethan Karunaratne, Lukas Cavigelli, Luca Benini:
ChewBaccaNN: A Flexible 223 TOPS/W BNN Accelerator. ISCAS 2021: 1-5
[c725]
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  - conf/iscas/BertacciniPMSZB21
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Luca Bertaccini, Matteo Perotti, Stefan Mach, Pasquale Davide Schiavone, Florian Zaruba, Luca Benini:
Tiny-FPU: Low-Cost Floating-Point Support for Small RISC-V MCU Cores. ISCAS 2021: 1-5
[c724]
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Lorenzo Lamberti, Manuele Rusci, Marco Fariselli, Francesco Paci, Luca Benini:
Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System. ISCAS 2021: 1-5
[c723]
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  - conf/iscas/PolonelliSMMB21
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Tommaso Polonelli, Lukas Schulthess, Philipp Mayer, Michele Magno, Luca Benini:
H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing. ISCAS 2021: 1-5
[c722]
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  - conf/iscas/PradoRDCMBP21
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Miguel de Prado, Manuele Rusci, Romain Donze, Alessandro Capotondi, Serge Monnerat, Luca Benini, Nuria Pazos:
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles. ISCAS 2021: 1-5
[c721]
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Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino:
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. ISCAS 2021: 1-5
[c720]
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  - conf/iscas/WangSHCB21
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Xiaying Wang, Tibor Schneider, Michael Hersche, Lukas Cavigelli, Luca Benini:
Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain-Machine Interfaces. ISCAS 2021: 1-5
[c719]
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Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino:
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. ISLPED 2021: 1-6
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Davide Rossi, Francesco Conti, Manuel Eggimann, Stefan Mach, Alfio Di Mauro, Marco Guermandi, Giuseppe Tagliavini, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini:
4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode. ISSCC 2021: 60-62
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Sukhwan Lim, Luca Benini, Vivienne Sze:
Session 9 Overview: ML Processors From Cloud to Edge Machine Learning Subcommittee. ISSCC 2021: 142-143
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Sukhwan Lim, Yongpan Liu, Luca Benini, Tanay Karnik, Hsie-Chia Chang:
F1: Striking the Balance Between Energy Efficiency & Flexibility: General-Purpose vs Special-Purpose ML Processors. ISSCC 2021: 513-516
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Alicia Klinefelter, Huichu Liu, Luca Benini, Yvain Thonnart, Keith A. Bowman, Kathy Wilcox, David Bol, Alvin Loke, Ofer Shacham:
SE2: Going Remote: Challenges and Opportunities to Remote Learning, Work, and Collaboration. ISSCC 2021: 539-540
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  - conf/newcas/JokicEB21
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Petar Jokic, Stéphane Emery, Luca Benini:
Battery-Less Face Recognition at the Extreme Edge. NEWCAS 2021: 1-4
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  - conf/samos/PerottiTMBB21
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Matteo Perotti, Giuseppe Tagliavini, Stefan Mach, Luca Bertaccini, Luca Benini:
RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors. SAMOS 2021: 16-32
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Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. VLSI-SoC 2021: 1-6
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Luca Valente, Davide Rossi, Luca Benini:
Hardware-In-The Loop Emulation for Agile Co-Design of Parallel Ultra-Low Power IoT Processors. VLSI-SoC 2021: 1-6
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Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari:
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers. VLSI-SoC (Selected Papers) 2021: 25-47
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Petar Jokic, Erfan Azarkhish, Régis Cattenoz, Engin Türetken, Luca Benini, Stéphane Emery:
A Sub-mW Dual-Engine ML Inference System-on-Chip for Complete End-to-End Face-Analysis at the Edge. VLSI Circuits 2021: 1-2
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Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Michele Magno, Elisabetta Farella, Luca Benini:
Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices. CoRR abs/2101.04446 (2021)
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  - journals/corr/abs-2102-02758
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Manuel Eggimann, Abbas Rahimi, Luca Benini:
A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing. CoRR abs/2102.02758 (2021)
[i124]
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  - journals/corr/abs-2103-10873
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Daniele Palossi, Nicky Zimmerman, Alessio Burrello, Francesco Conti, Hanna Müller, Luca Maria Gambardella, Luca Benini, Alessandro Giusti, Jérôme Guzzi:
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs. CoRR abs/2103.10873 (2021)
[i123]
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  - journals/corr/abs-2103-13740
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Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini:
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network. CoRR abs/2103.13740 (2021)
[i122]
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  - journals/corr/abs-2103-15750
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Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen:
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design. CoRR abs/2103.15750 (2021)
[i121]
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  - journals/corr/abs-2104-08009
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Andreas Kurth, Fabian Schuiki, Luca Benini:
Implementing CNN Layers on the Manticore Cluster-Based Many-Core Architecture. CoRR abs/2104.08009 (2021)
[i120]
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Flavio Di Nuzzo, Davide Brunelli, Tommaso Polonelli, Luca Benini:
Structural Health Monitoring system with Narrowband IoT and MEMS sensors. CoRR abs/2104.13029 (2021)
[i119]
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  - journals/corr/abs-2105-10302
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Enrico Tabanelli, Davide Brunelli, Andrea Acquaviva, Luca Benini:
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach. CoRR abs/2105.10302 (2021)
[i118]
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Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti:
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. CoRR abs/2106.08008 (2021)
[i117]
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Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Energy Efficient In-memory Hyperdimensional Encoding for Spatio-temporal Signal Processing. CoRR abs/2106.11654 (2021)
[i116]
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Petar Jokic, Erfan Azarkhish, Andrea Bonetti, Marc Pons, Stéphane Emery, Luca Benini:
A Construction Kit for Efficient Low Power Neural Network Accelerator Designs. CoRR abs/2106.12810 (2021)
[i115]
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  - journals/corr/abs-2107-09448
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Enrico Tabanelli, Giuseppe Tagliavini, Luca Benini:
DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors. CoRR abs/2107.09448 (2021)
[i114]
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  - journals/corr/abs-2107-14598
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Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini:
SmartHand: Towards Embedded Smart Hands for Prosthetic and Robotic Applications. CoRR abs/2107.14598 (2021)
[i113]
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  - journals/corr/abs-2108-04059
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Andres Gomez, Andreas Tretter, Pascal Alexander Hager, Praveenth Sanmugarajah, Luca Benini, Lothar Thiele:
Memory-Aware Partitioning of Machine Learning Applications for Optimal Energy Use in Batteryless Systems. CoRR abs/2108.04059 (2021)
[i112]
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  - journals/corr/abs-2109-01404
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Gianmarco Ottavi, Geethan Karunaratne, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi:
End-to-end 100-TOPS/W Inference With Analog In-Memory Computing: Are We There Yet? CoRR abs/2109.01404 (2021)
[i111]
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  - journals/corr/abs-2109-01961
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Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi:
A Fully-Integrated 5mW, 0.8Gbps Energy-Efficient Chip-to-Chip Data Link for Ultra-Low-Power IoT End-Nodes in 65-nm CMOS. CoRR abs/2109.01961 (2021)
[i110]
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  - journals/corr/abs-2110-09101
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Davide Rossi, Francesco Conti, Manuel Eggimann, Alfio Di Mauro, Giuseppe Tagliavini, Stefan Mach, Marco Guermandi, Antonio Pullini, Igor Loi, Jie Chen, Eric Flamand, Luca Benini:
Vega: A 10-Core SoC for IoT End-Nodes with DNN Acceleration and Cognitive Wake-Up From MRAM-Based State-Retentive Sleep Mode. CoRR abs/2110.09101 (2021)
[i109]
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Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi, Francesco Conti, Luca Benini:
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays. CoRR abs/2110.10486 (2021)
[i108]
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  - journals/corr/abs-2112-01168
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Matheus A. Cavalcante, Anthony Agnesina, Samuel Riedel, Moritz Brunion, Alberto García-Ortiz, Dragomir Milojevic, Francky Catthoor, Sung Kyu Lim, Luca Benini:
MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration. CoRR abs/2112.01168 (2021)
2020
[j301]
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  - journals/access/PolonelliQYBB20
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Tommaso Polonelli, Yuan Qin, Eric M. Yeatman, Luca Benini, David E. Boyle:
A Flexible, Low-Power Platform for UAV-Based Data Collection From Remote Sensors. IEEE Access 8: 164775-164785 (2020)
[j300]
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  - journals/esticas/CarrerasDRBM20
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Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni:
Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(3): 348-361 (2020)
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Michael Hersche, Luca Benini, Abbas Rahimi:
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 567-577 (2020)
[j298]
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  - journals/integration/MauroRPFB20
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Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini:
Performance-aware predictive-model-based on-chip body-bias regulation strategy for an ULP multi-core cluster in 28 nm UTBB FD-SOI. Integr. 72: 194-207 (2020)
[j297]
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Xiaying Wang, Michele Magno, Lukas Cavigelli, Luca Benini:
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things. IEEE Internet Things J. 7(5): 4403-4417 (2020)
[j296]
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Antonio Libri, Andrea Bartolini, Luca Benini:
pAElla: Edge AI-Based Real-Time Malware Detection in Data Centers. IEEE Internet Things J. 7(10): 9589-9599 (2020)
[j295]
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  - journals/suscom/MayerMB20
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Philipp Mayer, Michele Magno, Luca Benini:
A2Event: A Micro-Watt Programmable Frequency-Time Detector for Always-On Energy-Neutral Sensing. Sustain. Comput. Informatics Syst. 25: 100368 (2020)
[j294]
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Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini:
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor. IEEE Trans. Biomed. Circuits Syst. 14(2): 244-256 (2020)
[j293]
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  - journals/tbe/BurrelloSBR20
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Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi:
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings. IEEE Trans. Biomed. Eng. 67(2): 601-613 (2020)
[j292]
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  - journals/tcad/TagliaviniMB20
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Giuseppe Tagliavini, Andrea Marongiu, Luca Benini:
FlexFloat: A Software Library for Transprecision Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(1): 145-156 (2020)
[j291]
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  - journals/tcad/PittinoDBB20
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Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini:
Robust Identification of Thermal Models for In-Production High-Performance-Computing Clusters With Machine Learning-Based Data Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2042-2054 (2020)
[j290]
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  - journals/tcad/GiovanniMDMQBRB20
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Elisabetta De Giovanni, Fabio Montagna, Benoît W. Denkinger, Simone Machetti, Miguel Peón Quirós, Simone Benatti, Davide Rossi, Luca Benini, David Atienza:
Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3821-3832 (2020)
[j289]
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  - journals/tcas/CapotondiRFB20
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Alessandro Capotondi, Manuele Rusci, Marco Fariselli, Luca Benini:
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 871-875 (2020)
[j288]
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Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini:
Always-On 674μ W@4GOP/s Error Resilient Binary Neural Networks With Aggressive SRAM Voltage Scaling on a 22-nm IoT End-Node. IEEE Trans. Circuits Syst. 67-I(11): 3905-3918 (2020)
[j287]
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  - journals/tcsv/CavigelliB20
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Lukas Cavigelli, Luca Benini:
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams. IEEE Trans. Circuits Syst. Video Technol. 30(5): 1451-1465 (2020)
[j286]
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  - journals/tie/DiversiBB20
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Roberto Diversi, Andrea Bartolini, Luca Benini:
Thermal Model Identification of Computing Nodes in High-Performance Computing Systems. IEEE Trans. Ind. Electron. 67(9): 7778-7788 (2020)
[j285]
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  - journals/tii/BalleriniPBMB20
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Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini:
NB-IoT Versus LoRaWAN: An Experimental Evaluation for Industrial Applications. IEEE Trans. Ind. Informatics 16(12): 7802-7811 (2020)
[j284]
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  - journals/tim/SamoreRLMBM20
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Andrea Samore, Manuele Rusci, Damiana Lazzaro, Patrizia Melpignano, Luca Benini, Serena Morigi:
BrightNet: A Deep CNN for OLED-Based Point of Care Immunofluorescent Diagnostic Systems. IEEE Trans. Instrum. Meas. 69(9): 6766-6775 (2020)
[j283]
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Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vállez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewellynn, Nabil Ouerhani, Rozenn Dahyot, Nuria Pazos:
Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools. ACM Trans. Internet Things 1(4): 26:1-26:25 (2020)
[j282]
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Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini:
Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications. IEEE Trans. Parallel Distributed Syst. 31(11): 2696-2709 (2020)
[j281]
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  - journals/tvlsi/CavalcanteSZSB20
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Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Michael Schaffner, Luca Benini:
Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor With Multiprecision Floating-Point Support in 22-nm FD-SOI. IEEE Trans. Very Large Scale Integr. Syst. 28(2): 530-543 (2020)
[c708]
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  - conf/aicas/SchiavoneRLBLWB20
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Pasquale Davide Schiavone, Davide Rossi, Yan Liu, Simone Benatti, Song Luan, Ian Williams, Luca Benini, Timothy G. Constandinou:
Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces. AICAS 2020: 50-54
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Michael Hersche, Luca Benini, Abbas Rahimi:
Binary Models for Motor-Imagery Brain-Computer Interfaces: Sparse Random Projection and Binarized SVM. AICAS 2020: 163-167
[c706]
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Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini:
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks. AICAS 2020: 228-232
[c705]
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Michael Hersche, Sara Sangalli, Luca Benini, Abbas Rahimi:
Evolvable Hyperdimensional Computing: Unsupervised Regeneration of Associative Memory to Recover Faulty Components. AICAS 2020: 281-285
[c704]
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  - conf/asplos/BalkindLSGCLLNF20
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Jonathan Balkind, Katie Lim, Michael Schaffner, Fei Gao, Grigory Chirkov, Ang Li, Alexey Lavrov, Tri M. Nguyen, Yaosheng Fu, Florian Zaruba, Kunal Gulati, Luca Benini, David Wentzlaff:
BYOC: A "Bring Your Own Core" Framework for Heterogeneous-ISA Research. ASPLOS 2020: 699-714
[c703]
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  - conf/cc/KurthWFCMGB20
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Andreas Kurth, Koen Wolters, Björn Forsberg, Alessandro Capotondi, Andrea Marongiu, Tobias Grosser, Luca Benini:
Mixed-data-model heterogeneous compilation and OpenMP offloading. CC 2020: 119-131
[c702]
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Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano:
Combining learning and optimization for transprecision computing. CF 2020: 10-18
[c701]
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Matheus A. Cavalcante, Andreas Kurth, Fabian Schuiki, Luca Benini:
Design of an open-source bridge between non-coherent burst-based and coherent cache-line-based memory systems. CF 2020: 81-88
[c700]
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  - conf/coolchips/DiamantopoulosS20
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Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini:
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs. COOL CHIPS 2020: 1-3
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Renzo Andri, Tomas Henriksson, Luca Benini:
Extending the RISC-V ISA for Efficient RNN-based 5G Radio Resource Management. DAC 2020: 1-6
[c698]
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Andreas Kurth, Samuel Riedel, Florian Zaruba, Torsten Hoefler, Luca Benini:
ATUNs: Modular and Scalable Support for Atomic Operations in a Shared Memory Multiprocessor. DAC 2020: 1-6
[c697]
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  - conf/date/GarofaloT0RB20
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Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Davide Rossi, Luca Benini:
XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions. DATE 2020: 186-191
[c696]
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Michael Hersche, Philipp Rupp, Luca Benini, Abbas Rahimi:
Compressing Subject-specific Brain-Computer Interface Models into One Model by Superposition in Hyperdimensional Space. DATE 2020: 246-251
[c695]
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Michele Magno, Xiaying Wang, Manuel Eggimann, Lukas Cavigelli, Luca Benini:
InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting. DATE 2020: 342-345
[c694]
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  - conf/date/PrasadDMTCBR20
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Rohit Prasad, Satyajit Das, Kevin J. M. Martin, Giuseppe Tagliavini, Philippe Coussy, Luca Benini, Davide Rossi:
TRANSPIRE: An energy-efficient TRANSprecision floating-point Programmable archItectuRE. DATE 2020: 1067-1072
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  - conf/date/JieLBR20
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Jie Chen, Igor Loi, Luca Benini, Davide Rossi:
Energy-Efficient Two-level Instruction Cache Design for an Ultra-Low-Power Multi-core Cluster. DATE 2020: 1734-1739
[c692]
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  - conf/embc/KartschABMB20
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Victor Javier Kartsch, Fiorenzo Artoni, Simone Benatti, Silvestro Micera, Luca Benini:
Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: an In-depth Feasibility Check. EMBC 2020: 4008-4011
[c691]
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  - conf/europar/BurrelloPBBMP20
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Alessio Burrello, Daniele Jahier Pagliari, Andrea Bartolini, Luca Benini, Enrico Macii, Massimo Poncino:
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks. Euro-Par Workshops 2020: 277-289
[c690]
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  - conf/hotchips/ZarubaSB20
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Florian Zaruba, Fabian Schuiki, Luca Benini:
A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing. Hot Chips Symposium 2020: 1-24
[c689]
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  - conf/i2mtc/BurrelloBMB20
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Alessio Burrello, Davide Brunelli, Marzia Malavisi, Luca Benini:
Enhancing Structural Health Monitoring with Vehicle Identification and Tracking. I2MTC 2020: 1-6
[c688]
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  - conf/iccd/BambiniBCTBBB20
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Giovanni Bambini, Robert Balas, Christian Conficoni, Andrea Tilli, Luca Benini, Simone Benatti, Andrea Bartolini:
An Open-Source Scalable Thermal and Power Controller for HPC Processors. ICCD 2020: 364-367
[c687]
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  - conf/icecsys/DagheroBPBMP20
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Francesco Daghero, Alessio Burrello, Daniele Jahier Pagliari, Luca Benini, Enrico Macii, Massimo Poncino:
Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence. ICECS 2020: 1-4
[c686]
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  - conf/icecsys/MayerMB20
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Philipp Mayer, Michele Magno, Luca Benini:
A Low Power and Smart Power Unit for Kinetic Self-Sustainable Wearable Devices. ICECS 2020: 1-4
[c685]
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  - conf/ieeesensors/BrunelliPB20
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Davide Brunelli, Tommaso Polonelli, Luca Benini:
Ultra-low energy pest detection for smart agriculture. IEEE SENSORS 2020: 1-4
[c684]
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  - conf/ieeesensors/CossettiniBPBRW20
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Andrea Cossettini, Denis Brandalise, Pierpaolo Palestri, Alessandro Bertacchini, Michele Ramponi, Frans Widdershoven, Luca Benini, Luca Selmi:
Ultra-High Frequency (500 MHz) Capacitance Spectroscopy for Nanobiosensing. IEEE SENSORS 2020: 1-4
[c683]
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Çagla Özsoy, Andrea Cossettini, Pascal Hager, Sergei Vostrikov, Xosé-Luís Dean-Ben, Luca Benini, Daniel Razansky:
Towards a compact, high-speed optical linkbased 3D optoacoustic imager. IEEE SENSORS 2020: 1-4
[c682]
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  - conf/indin/NiculescuMPB20
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Vlad Niculescu, Michele Magno, Daniele Palossi, Luca Benini:
An Energy-efficient Localization System for Imprecisely Positioned Sensor Nodes with Flying UAVs. INDIN 2020: 188-193
[c681]
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  - conf/iscas/MauroZSMB20
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Alfio Di Mauro, Florian Zaruba, Fabian Schuiki, Stefan Mach, Luca Benini:
Live Demonstration: Exploiting Body-Biasing for Static Corner Trimming and Maximum Energy Efficiency Operation in 22nm FDX Technology. ISCAS 2020: 1
[c680]
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Hayate Okuhara, Ahmed Elnaqib, Davide Rossi, Alfio Di Mauro, Philipp Mayer, Pierpaolo Palestri, Luca Benini:
An Energy-Efficient Low-Voltage Swing Transceiver for mW-Range IoT End-Nodes. ISCAS 2020: 1-5
[c679]
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  - conf/isie/TabanelliBB20
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Enrico Tabanelli, Davide Brunelli, Luca Benini:
A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices. ISIE 2020: 805-810
[c678]
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  - conf/islped/CeruttiACFMB20
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Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Elisabetta Farella, Michele Magno, Luca Benini:
Sound event detection with binary neural networks on tightly power-constrained IoT devices. ISLPED 2020: 19-24
[c677]
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  - conf/islped/HerscheRMBR20
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Michael Hersche, Edoardo Mello Rella, Alfio Di Mauro, Luca Benini, Abbas Rahimi:
Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: a low-power accelerator with online learning capability. ISLPED 2020: 169-174
[c676]
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  - conf/isorc/QuinonesRSGPNRC20
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Eduardo Quiñones, Sara Royuela, Claudio Scordino, Paolo Gai, Luís Miguel Pinho, Luís Nogueira, Jan Rollo, Tommaso Cucinotta, Alessandro Biondi, Arne Hamann, Dirk Ziegenbein, Hadi Saoud, Romain Soulat, Björn Forsberg, Luca Benini, Gianluca Mandò, Luigi Rucher:
The AMPERE Project: : A Model-driven development framework for highly Parallel and EneRgy-Efficient computation supporting multi-criteria optimization. ISORC 2020: 201-206
[c675]
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Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
A Mixed-Precision RISC-V Processor for Extreme-Edge DNN Inference. ISVLSI 2020: 512-517
[c674]
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  - conf/lctrts/ForsbergMKMB20
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Björn Forsberg, Maxim Mattheeuws, Andreas Kurth, Andrea Marongiu, Luca Benini:
A Synergistic Approach to Predictable Compilation and Scheduling on Commodity Multi-Cores. LCTES 2020: 108-118
[c673]
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  - conf/memea/WangHTKMB20
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Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini:
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing. MeMeA 2020: 1-6
[c672]
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Manuele Rusci, Alessandro Capotondi, Luca Benini:
Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network Inference on Microcontrollers. MLSys 2020
[c671]
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  - conf/mobihealth/FrickGRBB20
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Thomas Frick, Stefan Glüge, Abbas Rahimi, Luca Benini, Thomas Brunschwiler:
Explainable Deep Learning for Medical Time Series Data. MobiHealth 2020: 244-256
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  - conf/pkdd/RusciFCB20
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Manuele Rusci, Marco Fariselli, Alessandro Capotondi, Luca Benini:
Leveraging Automated Mixed-Low-Precision Quantization for Tiny Edge Microcontrollers. IoT Streams/ITEM@PKDD/ECML 2020: 296-308
[c669]
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Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini:
LLHD: a multi-level intermediate representation for hardware description languages. PLDI 2020: 258-271
[c668]
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  - conf/sips/RavagliaRC0P0MB20
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Leonardo Ravaglia, Manuele Rusci, Alessandro Capotondi, Francesco Conti, Lorenzo Pellegrini, Vincenzo Lomonaco, Davide Maltoni, Luca Benini:
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node. SiPS 2020: 1-6
[c667]
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  - conf/smartcomp/SchneiderWHCB20
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Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini:
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces. SMARTCOMP 2020: 284-289
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Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini:
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces. SMC 2020: 2958-2965
[i107]
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  - journals/corr/abs-2001-01091
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Lukas Cavigelli, Luca Benini:
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks. CoRR abs/2001.01091 (2020)
[i106]
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  - journals/corr/abs-2002-10143
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Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Snitch: A 10 kGE Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads. CoRR abs/2002.10143 (2020)
[i105]
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  - journals/corr/abs-2002-10890
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Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano:
Combining Learning and Optimization for Transprecision Computing. CoRR abs/2002.10890 (2020)
[i104]
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  - journals/corr/abs-2004-00077
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Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini:
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing. CoRR abs/2004.00077 (2020)
[i103]
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  - journals/corr/abs-2004-03494
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Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini:
LLHD: A Multi-level Intermediate Representation for Hardware Description Languages. CoRR abs/2004.03494 (2020)
[i102]
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  - journals/corr/abs-2004-03670
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Antonio Libri, Andrea Bartolini, Luca Benini:
pAElla: Edge-AI based Real-Time Malware Detection in Data Centers. CoRR abs/2004.03670 (2020)
[i101]
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  - journals/corr/abs-2004-06662
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Florian Glaser, Giuseppe Tagliavini, Davide Rossi, Germain Haugou, Qiuting Huang, Luca Benini:
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters. CoRR abs/2004.06662 (2020)
[i100]
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  - journals/corr/abs-2004-11690
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Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini:
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces. CoRR abs/2004.11690 (2020)
[i99]
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  - journals/corr/abs-2005-02193
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Nils Wistoff, Moritz Schneider, Frank K. Gürkaynak, Luca Benini, Gernot Heiser:
Prevention of Microarchitectural Covert Channels on an Open-Source 64-bit RISC-V Core. CoRR abs/2005.02193 (2020)
[i98]
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  - journals/corr/abs-2005-03775
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Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni:
Optimizing Temporal Convolutional Network inference on FPGA-based accelerators. CoRR abs/2005.03775 (2020)
[i97]
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  - journals/corr/abs-2005-07137
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Renzo Andri, Geethan Karunaratne, Lukas Cavigelli, Luca Benini:
ChewBaccaNN: A Flexible 223 TOPS/W BNN Accelerator. CoRR abs/2005.07137 (2020)
[i96]
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  - journals/corr/abs-2006-00622
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Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini:
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces. CoRR abs/2006.00622 (2020)
[i95]
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  - journals/corr/abs-2006-05181
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Miguel de Prado, Andrew Mundy, Rabia Saeed, Maurizio Denna, Nuria Pazos, Luca Benini:
Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs. CoRR abs/2006.05181 (2020)
[i94]
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  - journals/corr/abs-2006-14256
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Pasquale Davide Schiavone, Davide Rossi, Alfio Di Mauro, Frank K. Gürkaynak, Timothy Saxe, Mao Wang, Ket Chong Yap, Luca Benini:
Arnold: an eFPGA-Augmented RISC-V SoC for Flexible and Low-Power IoT End-Nodes. CoRR abs/2006.14256 (2020)
[i93]
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  - journals/corr/abs-2006-16281
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Moritz Scherer, Michele Magno, Jonas Erb, Philipp Mayer, Manuel Eggimann, Luca Benini:
TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition with Short Range Radars. CoRR abs/2006.16281 (2020)
[i92]
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  - journals/corr/abs-2007-00302
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Miguel de Prado, Romain Donze, Alessandro Capotondi, Manuele Rusci, Serge Monnerat, Luca Benini, Nuria Pazos:
Robust navigation with tinyML for autonomous mini-vehicles. CoRR abs/2007.00302 (2020)
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  - journals/corr/abs-2007-01530
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Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini:
FPnew: An Open-Source Multi-Format Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing. CoRR abs/2007.01530 (2020)
[i90]
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  - journals/corr/abs-2007-07654
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Ahmed Elnaqib, Hayate Okuhara, Taekwang Jang, Davide Rossi, Luca Benini:
A 0.5GHz 0.35mW LDO-Powered Constant-Slope Phase Interpolator with 0.22% INL. CoRR abs/2007.07654 (2020)
[i89]
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  - journals/corr/abs-2007-08952
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Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini:
Always-On 674uW @ 4GOP/s Error Resilient Binary Neural Networks with Aggressive SRAM Voltage Scaling on a 22nm IoT End-Node. CoRR abs/2007.08952 (2020)
[i88]
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  - journals/corr/abs-2007-09963
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Petar Jokic, Stéphane Emery, Luca Benini:
Improving Memory Utilization in Convolutional Neural Network Accelerators. CoRR abs/2007.09963 (2020)
[i87]
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  - journals/corr/abs-2007-13631
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Leonardo Ravaglia, Manuele Rusci, Alessandro Capotondi, Francesco Conti, Lorenzo Pellegrini, Vincenzo Lomonaco, Davide Maltoni, Luca Benini:
Memory-Latency-Accuracy Trade-offs for Continual Learning on a RISC-V Extreme-Edge Node. CoRR abs/2007.13631 (2020)
[i86]
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  - journals/corr/abs-2007-13667
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Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini:
Performance-Aware Predictive-Model-Based On-Chip Body-Bias Regulation Strategy for an ULP Multi-Core Cluster in 28nm UTBB FD-SOI. CoRR abs/2007.13667 (2020)
[i85]
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  - journals/corr/abs-2008-05124
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Manuele Rusci, Marco Fariselli, Alessandro Capotondi, Luca Benini:
Leveraging Automated Mixed-Low-Precision Quantization for tiny edge microcontrollers. CoRR abs/2008.05124 (2020)
[i84]
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  - journals/corr/abs-2008-06502
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Florian Zaruba, Fabian Schuiki, Luca Benini:
Manticore: A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing. CoRR abs/2008.06502 (2020)
[i83]
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  - journals/corr/abs-2008-12243
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Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini:
A transprecision floating-point cluster for efficient near-sensor data analytics. CoRR abs/2008.12243 (2020)
[i82]
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  - journals/corr/abs-2009-05334
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Andreas Kurth, Wolfgang Rönninger, Thomas Benz, Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Luca Benini:
An Open-Source Platform for High-Performance Non-Coherent On-Chip Communication. CoRR abs/2009.05334 (2020)
[i81]
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  - journals/corr/abs-2010-01939
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Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Robust High-dimensional Memory-augmented Neural Networks. CoRR abs/2010.01939 (2020)
[i80]
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  - journals/corr/abs-2010-03536
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Salvatore Di Girolamo, Andreas Kurth, Alexandru Calotoiu, Thomas Benz, Timo Schneider, Jakub Beránek, Luca Benini, Torsten Hoefler:
PsPIN: A high-performance low-power architecture for flexible in-network compute. CoRR abs/2010.03536 (2020)
[i79]
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  - journals/corr/abs-2010-04073
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Gianmarco Ottavi, Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
A Mixed-Precision RISC-V Processor for Extreme-Edge DNN Inference. CoRR abs/2010.04073 (2020)
[i78]
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  - journals/corr/abs-2010-04566
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Hayate Okuhara, Ahmed Elnaqib, Davide Rossi, Alfio Di Mauro, Philipp Mayer, Pierpaolo Palestri, Luca Benini:
An Energy-Efficient Low-Voltage Swing Transceiver for mW-Range IoT End-Nodes. CoRR abs/2010.04566 (2020)
[i77]
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  - journals/corr/abs-2010-07004
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Michael Hersche, Luca Benini, Abbas Rahimi:
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification. CoRR abs/2010.07004 (2020)
[i76]
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  - journals/corr/abs-2011-01713
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Moritz Scherer, Georg Rutishauser, Lukas Cavigelli, Luca Benini:
CUTIE: Beyond PetaOp/s/W Ternary DNN Inference Acceleration with Better-than-Binary Energy Efficiency. CoRR abs/2011.01713 (2020)
[i75]
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  - journals/corr/abs-2011-08070
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Paul Scheffler, Florian Zaruba, Fabian Schuiki, Torsten Hoefler, Luca Benini:
Indirection Stream Semantic Register Architecture for Efficient Sparse-Dense Linear Algebra. CoRR abs/2011.08070 (2020)
[i74]
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  - journals/corr/abs-2011-14325
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Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi:
XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Network on RISC-V based IoT End Nodes. CoRR abs/2011.14325 (2020)
[i73]
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  - journals/corr/abs-2012-02973
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Matheus A. Cavalcante, Samuel Riedel, Antonio Pullini, Luca Benini:
MemPool: A Shared-L1 Memory Many-Core Cluster with a Low-Latency Interconnect. CoRR abs/2012.02973 (2020)

2010 – 2019

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2019
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Michele Magno, Giovanni A. Salvatore, Petar Jokic, Luca Benini:
Self-Sustainable Smart Ring for Long-Term Monitoring of Blood Oxygenation. IEEE Access 7: 115400-115408 (2019)
[j279]
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  - journals/eaai/BorghesiBLMB19
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems. Eng. Appl. Artif. Intell. 85: 634-644 (2019)
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  - journals/esticas/AndriCRB19
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Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(2): 309-322 (2019)
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  - journals/esticas/CavigelliRB19
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Lukas Cavigelli, Georg Rutishauser, Luca Benini:
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 723-734 (2019)
[j276]
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  - journals/ijhpca/BorghesiBMB19
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Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini:
Pricing schemes for energy-efficient HPC systems: Design and exploration. Int. J. High Perform. Comput. Appl. 33(4) (2019)
[j275]
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  - journals/integration/AnagnostouGHFGT19
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P. Anagnostou, Andres Gomez, Pascal A. Hager, Hamed Fatemi, José Pineda de Gyvez, Lothar Thiele, Luca Benini:
Energy and power awareness in hardware schedulers for energy harvesting IoT SoCs. Integr. 67: 33-43 (2019)
[j274]
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  - journals/iotj/SalvaroBKGB19
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Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini:
A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis. IEEE Internet Things J. 6(1): 967-977 (2019)
[j273]
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  - journals/iotj/PalossiLCFSB19
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Daniele Palossi, Antonio Loquercio, Francesco Conti, Eric Flamand, Davide Scaramuzza, Luca Benini:
A 64-mW DNN-Based Visual Navigation Engine for Autonomous Nano-Drones. IEEE Internet Things J. 6(5): 8357-8371 (2019)
[j272]
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  - journals/jetc/SchmuckBR19
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Manuel Schmuck, Luca Benini, Abbas Rahimi:
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory. ACM J. Emerg. Technol. Comput. Syst. 15(4): 32:1-32:25 (2019)
[j271]
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  - journals/jssc/PulliniRLTB19
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Antonio Pullini, Davide Rossi, Igor Loi, Giuseppe Tagliavini, Luca Benini:
Mr.Wolf: An Energy-Precision Scalable Parallel Ultra Low Power SoC for IoT Edge Processing. IEEE J. Solid State Circuits 54(7): 1970-1981 (2019)
[j270]
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  - journals/mam/SilvanoABBBBBCC19
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Emanuele Vitali:
The ANTAREX domain specific language for high performance computing. Microprocess. Microsystems 68: 58-73 (2019)
[j269]
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  - journals/pc/MatejkaFSSBMH19
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Joel Matejka, Björn Forsberg, Michal Sojka, Premysl Sucha, Luca Benini, Andrea Marongiu, Zdenek Hanzálek:
Combining PREM compilation and static scheduling for high-performance and predictable MPSoC execution. Parallel Comput. 85: 27-44 (2019)
[j268]
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  - journals/pieee/RahimiKBR19
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Abbas Rahimi, Pentti Kanerva, Luca Benini, Jan M. Rabaey:
Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals. Proc. IEEE 107(1): 123-143 (2019)
[j267]
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  - journals/sensors/PolonelliBMB19
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Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini:
Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment. Sensors 19(4): 838 (2019)
[j266]
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  - journals/sensors/MagnoSGCLPB19
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Michele Magno, Lukas Sigrist, Andres Gomez, Lukas Cavigelli, Antonio Libri, Emanuel M. Popovici, Luca Benini:
SmarTEG: An Autonomous Wireless Sensor Node for High Accuracy Accelerometer-Based Monitoring. Sensors 19(12): 2747 (2019)
[j265]
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  - journals/sensors/LeitnerHPTBPB19
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Christoph Leitner, Pascal A. Hager, Harald Penasso, Markus Tilp, Luca Benini, Christian Peham, Christian Baumgartner:
Ultrasound as a Tool to Study Muscle-Tendon Functions during Locomotion: A Systematic Review of Applications. Sensors 19(19): 4316 (2019)
[j264]
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  - journals/tbcas/BenattiMKRRB19
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Simone Benatti, Fabio Montagna, Victor Javier Kartsch, Abbas Rahimi, Davide Rossi, Luca Benini:
Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing. IEEE Trans. Biomed. Circuits Syst. 13(3): 516-528 (2019)
[j263]
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Victor Javier Kartsch, Giuseppe Tagliavini, Marco Guermandi, Simone Benatti, Davide Rossi, Luca Benini:
BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform With a Nine-Core Processor and BLE Connectivity. IEEE Trans. Biomed. Circuits Syst. 13(5): 893-906 (2019)
[j262]
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  - journals/tc/SchuikiSGB19
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Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets. IEEE Trans. Computers 68(4): 484-497 (2019)
[j261]
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  - journals/tc/VogelMB19
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Pirmin Vogel, Andrea Marongiu, Luca Benini:
Exploring Shared Virtual Memory for FPGA Accelerators with a Configurable IOMMU. IEEE Trans. Computers 68(4): 510-525 (2019)
[j260]
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  - journals/tcad/DasMRCB19
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Satyajit Das, Kevin J. M. Martin, Davide Rossi, Philippe Coussy, Luca Benini:
An Energy-Efficient Integrated Programmable Array Accelerator and Compilation Flow for Near-Sensor Ultralow Power Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(6): 1095-1108 (2019)
[j259]
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  - journals/tcas/BellasiCCRTB19
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David E. Bellasi, Marco Crescentini, Domenico Cristaudo, Aldo Romani, Marco Tartagni, Luca Benini:
A Broadband Multi-Mode Compressive Sensing Current Sensor SoC in 0.16 µm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(1): 105-118 (2019)
[j258]
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Philipp Mayer, Michele Magno, Luca Benini:
Self-Sustaining Acoustic Sensor With Programmable Pattern Recognition for Underwater Monitoring. IEEE Trans. Instrum. Meas. 68(7): 2346-2355 (2019)
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Jiawei Liao, Michael Jost, Michael Schaffner, Michele Magno, Matthias Korb, Luca Benini, Felix Tebbenjohanns, René Reimann, Vijay Jain, Michael Gross, Andrei Militaru, Martin Frimmer, Lukás Novotný:
FPGA Implementation of a Kalman-Based Motion Estimator for Levitated Nanoparticles. IEEE Trans. Instrum. Meas. 68(7): 2374-2386 (2019)
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Florian Zaruba, Luca Benini:
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-Ready 1.7-GHz 64-Bit RISC-V Core in 22-nm FDSOI Technology. IEEE Trans. Very Large Scale Integr. Syst. 27(11): 2629-2640 (2019)
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Arthur Stoutchinin, Luca Benini:
StreamDrive: a Dynamic Dataflow Framework for Clustered Embedded Architectures. J. Signal Process. Syst. 91(3-4): 275-301 (2019)
[j254]
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Daniele Palossi, Andres Gomez, Stefan Draskovic, Andrea Marongiu, Lothar Thiele, Luca Benini:
Extending the Lifetime of Nano-Blimps via Dynamic Motor Control. J. Signal Process. Syst. 91(3-4): 339-361 (2019)
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI 2019: 9428-9433
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En-Jui Chang, Abbas Rahimi, Luca Benini, An-Yeu Andy Wu:
Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological Signals. AICAS 2019: 137-141
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Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. AICAS 2019: 229-233
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Lukas Cavigelli, Luca Benini:
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators. AICAS 2019: 279-283
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection using Autoencoders in High Performance Computing Systems. DDC@AI*IA 2019: 24-32
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Andrea Borghesi, Michela Milano, Luca Benini:
Frequency Assignment in High Performance Computing Systems. AI*IA 2019: 151-164
[c659]
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  - conf/applepies/PolonelliBRBB19
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Tommaso Polonelli, Daniele Battistini, Manuele Rusci, Davide Brunelli, Luca Benini:
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms. ApplePies 2019: 125-133
[c658]
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Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey:
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing. BioCAS 2019: 1-4
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Alessio Burrello, Alex Marchioni, Davide Brunelli, Luca Benini:
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways. CF 2019: 235-239
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Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo:
Optimization and deployment of CNNs at the edge: the ALOHA experience. CF 2019: 326-332
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Alessio Burrello, Francesco Conti, Angelo Garofalo, Davide Rossi, Luca Benini:
DORY: Lightweight memory hierarchy management for deep NN inference on IoT endnodes: work-in-progress. CODES+ISSS 2019: 17:1-17:2
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Said Hamdioui, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Abu Sebastian, Manuel Le Gallo, Sandeep Pande, Siebren Schaafsma, Francky Catthoor, Shidhartha Das, Fernando García-Redondo, Geethan Karunaratne, Abbas Rahimi, Luca Benini:
Applications of Computation-In-Memory Architectures based on Memristive Devices. DATE 2019: 486-491
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Florian Glaser, Germain Haugou, Davide Rossi, Qiuting Huang, Luca Benini:
Hardware-Accelerated Energy-Efficient Synchronization and Communication for Ultra-Low-Power Tightly Coupled Clusters. DATE 2019: 552-557
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Björn Forsberg, Luca Benini, Andrea Marongiu:
Taming Data Caches for Predictable Execution on GPU-based SoCs. DATE 2019: 650-653
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Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini:
Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA. DATE 2019: 654-657
[c650]
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  - conf/date/SchuikiSB19
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Fabian Schuiki, Michael Schaffner, Luca Benini:
NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22 nm FD-SOI. DATE 2019: 662-667
[c649]
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Alessio Burrello, Lukas Cavigelli, Kaspar Schindler, Luca Benini, Abbas Rahimi:
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms. DATE 2019: 752-757
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Miguel de Prado, Nuria Pazos, Luca Benini:
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems. DATE 2019: 1409-1414
[c647]
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  - conf/dcoss/Palossi0B19
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Daniele Palossi, Francesco Conti, Luca Benini:
An Open Source and Open Hardware Deep Learning-Powered Visual Navigation Engine for Autonomous Nano-UAVs. DCOSS 2019: 604-611
[c646]
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Annachiara Ruospo, Riccardo Cantoro, Ernesto Sánchez, Pasquale Davide Schiavone, Angelo Garofalo, Luca Benini:
On-line Testing for Autonomous Systems driven by RISC-V Processor Design Verification. DFT 2019: 1-6
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  - conf/green/BenningerMGB19
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Simon Benninger, Michele Magno, Andres Gomez, Luca Benini:
EdgeEye: A Long-Range Energy-Efficient Vision Node For Long-Term Edge Computing. IGSC 2019: 1-8
[c644]
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  - conf/hpcse/ArdebiliCBB19
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Mohsen Seyedkazemi Ardebili, Carlo Cavazzoni, Luca Benini, Andrea Bartolini:
Thermal Characterization of a Tier0 Datacenter Room in Normal and Thermal Emergency Conditions. HPCSE 2019: 1-16
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Angelo Garofalo, Manuele Rusci, Francesco Conti, Davide Rossi, Luca Benini:
PULP-NN: A Computing Library for Quantized Neural Network inference at the edge on RISC-V Based Parallel Ultra Low Power Clusters. ICECS 2019: 33-36
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Florian Zaruba, Fabian Schuiki, Stefan Mach, Luca Benini:
The Floating Point Trinity: A Multi-modal Approach to Extreme Energy-Efficiency and Performance. ICECS 2019: 767-770
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Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini:
A PULP-based Parallel Power Controller for Future Exascale Systems. ICECS 2019: 771-774
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Andrea Bartolini, Francesco Beneventi, Andrea Borghesi, Daniele Cesarini, Antonio Libri, Luca Benini, Carlo Cavazzoni:
Paving the Way Toward Energy-Aware and Automated Datacentre. ICPP Workshops 2019: 8:1-8:8
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Manuel Eggimann, Jonas Erb, Philipp Mayer, Michele Magno, Luca Benini:
Low Power Embedded Gesture Recognition Using Novel Short-Range Radar Sensors. IEEE SENSORS 2019: 1-4
[c638]
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  - conf/indin/BalleriniPBMB19
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Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini:
Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications. INDIN 2019: 1729-1732
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Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini:
Towards a Wearable Interface for Food Quality Grading Through ERP Analysis. ISCAS 2019: 1-5
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Fabian Schuiki, Michael Schaffner, Luca Benini:
NTX: A 260 Gflop/sW Streaming Accelerator for Oblivious Floating-Point Algorithms in 22 nm FD-SOI. ISOCC 2019: 117-118
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Luca Benini:
Secure Near-Sensor Analytics: the PULP approach. IWASI 2019: 1
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Tommaso Polonelli, Davide Brunelli, Alberto Girolami, Gerardo Nahuel Demmi, Luca Benini:
A multi-protocol system for configurable data streaming on IoT healthcare devices. IWASI 2019: 112-117
[c633]
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  - conf/iwasi/BalleriniMBCB19
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Massimo Ballerini, Michele Magno, Davide Brunelli, Guido Cornai, Luca Benini:
NETWIS: A Scalable and Robust Body Sensor Network For Biomedical Application. IWASI 2019: 118-123
[c632]
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Manuel Eggimann, Stefan Mach, Michele Magno, Luca Benini:
A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing. IWASI 2019: 169-174
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Philipp Mayer, Michele Magno, Thomas Brunner, Luca Benini:
LoRa vs. LoRa: In-Field Evaluation and Comparison For Long-Lifetime Sensor Nodes. IWASI 2019: 307-311
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Victor Javier Kartsch, Simone Benatti, Marco Guermandi, Fabio Montagna, Luca Benini:
Ultra Low-Power Drowsiness Detection System with BioWolf. NER 2019: 1187-1190
[c629]
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  - conf/nips/ScheideggerBBM19
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Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS 2019: 6054-6064
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Federico Pittino, Pietro Bonfà, Andrea Bartolini, Fabio Affinito, Luca Benini, Carlo Cavazzoni:
Prediction of Time-to-Solution in Material Science Simulations Using Deep Learning. PASC 2019: 10:1-10:9
[c627]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Imane Lasri, Antonio Libri, Candida Manelfi, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
Supporting the Scale-Up of High Performance Application to Pre-Exascale Systems: The ANTAREX Approach. PDP 2019: 116-123
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Victor Javier Kartsch, Marco Guermandi, Simone Benatti, Fabio Montagna, Luca Benini:
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor. SAS 2019: 1-6
[c625]
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Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler:
Network-accelerated non-contiguous memory transfers. SC 2019: 56:1-56:14
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Stefan Mach, Fabian Schuiki, Florian Zaruba, Luca Benini:
A 0.80pJ/flop, 1.24Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI. VLSI-SoC 2019: 95-98
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Philipp Mayer, Michele Magno, Christoph Schnetzler, Luca Benini:
EmbedUWB: Low Power Embedded High-Precision and Low Latency UWB Localization. WF-IoT 2019: 519-523
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Michele Magno, Lukas Cavigelli, Philipp Mayer, Ferdinand von Hagen, Luca Benini:
FANNCortexM: An Open Source Toolkit for Deployment of Multi-layer Neural Networks on ARM Cortex-M Family Microcontrollers : Performance Analysis with Stress Detection. WF-IoT 2019: 793-798
[i72]
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  - journals/corr/abs-1901-00234
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Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey:
Adaptive EMG-based hand gesture recognition using hyperdimensional computing. CoRR abs/1901.00234 (2019)
[i71]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Daniele Cesarini, Stefano Cherubin, Federico Ficarelli, Davide Gadioli, Martin Golasowski, Antonio Libri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Katerina Slaninová, Emanuele Vitali:
The ANTAREX Domain Specific Language for High Performance Computing. CoRR abs/1901.06175 (2019)
[i70]
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  - journals/corr/abs-1902-01492
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Arthur Stoutchinin, Francesco Conti, Luca Benini:
Optimally Scheduling CNN Convolutions for Efficient Memory Access. CoRR abs/1902.01492 (2019)
[i69]
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Andrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini:
Online Anomaly Detection in HPC Systems. CoRR abs/1902.08447 (2019)
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Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. CoRR abs/1902.09400 (2019)
[i67]
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Tommaso Polonelli, Davide Brunelli, Achille Marzocchi, Luca Benini:
Slotted ALOHA on LoRaWAN - Design, Analysis, and Deployment. CoRR abs/1902.09468 (2019)
[i66]
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Florian Zaruba, Luca Benini:
The Cost of Application-Class Processing: Energy and Performance Analysis of a Linux-ready 1.7GHz 64bit RISC-V Core in 22nm FDSOI Technology. CoRR abs/1904.05442 (2019)
[i65]
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  - journals/corr/abs-1905-03851
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Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta:
Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR abs/1905.03851 (2019)
[i64]
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Daniele Palossi, Francesco Conti, Luca Benini:
An Open Source and Open Hardware Deep Learning-powered Visual Navigation Engine for Autonomous Nano-UAVs. CoRR abs/1905.04166 (2019)
[i63]
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Matteo Spallanzani, Lukas Cavigelli, Gian Paolo Leonardi, Marko Bertogna, Luca Benini:
Additive Noise Annealing and Approximation Properties of Quantized Neural Networks. CoRR abs/1905.10452 (2019)
[i62]
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  - journals/corr/abs-1905-11633
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Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini:
Towards a Wearable Interface for Food Quality Grading through ERP Analysis. CoRR abs/1905.11633 (2019)
[i61]
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Manuele Rusci, Alessandro Capotondi, Luca Benini:
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers. CoRR abs/1905.13082 (2019)
[i60]
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  - journals/corr/abs-1906-00478
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Matheus A. Cavalcante, Fabian Schuiki, Florian Zaruba, Michael Schaffner, Luca Benini:
Ara: A 1 GHz+ Scalable and Energy-Efficient RISC-V Vector Processor with Multi-Precision Floating Point Support in 22 nm FD-SOI. CoRR abs/1906.00478 (2019)
[i59]
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Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian:
In-memory hyperdimensional computing. CoRR abs/1906.01548 (2019)
[i58]
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Martino Dazzi, Abu Sebastian, Pier Andrea Francese, Thomas P. Parnell, Luca Benini, Evangelos Eleftheriou:
5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. CoRR abs/1906.03474 (2019)
[i57]
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  - journals/corr/abs-1908-08590
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Salvatore Di Girolamo, Konstantin Taranov, Andreas Kurth, Michael Schaffner, Timo Schneider, Jakub Beránek, Maciej Besta, Luca Benini, Duncan Roweth, Torsten Hoefler:
Network-Accelerated Non-Contiguous Memory Transfers. CoRR abs/1908.08590 (2019)
[i56]
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Angelo Garofalo, Manuele Rusci, Francesco Conti, Davide Rossi, Luca Benini:
PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors. CoRR abs/1908.11263 (2019)
[i55]
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Lukas Cavigelli, Georg Rutishauser, Luca Benini:
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators. CoRR abs/1908.11645 (2019)
[i54]
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  - journals/corr/abs-1909-10818
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Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR abs/1909.10818 (2019)
[i53]
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  - journals/corr/abs-1909-12684
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Daniele Cesarini, Andrea Bartolini, Andrea Borghesi, Carlo Cavazzoni, Mathieu Luisier, Luca Benini:
COUNTDOWN Slack: a Run-time Library to Reduce Energy Footprint in Large-scale MPI Applications. CoRR abs/1909.12684 (2019)
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  - journals/corr/abs-1911-03314
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Xiaying Wang, Michele Magno, Lukas Cavigelli, Luca Benini:
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things. CoRR abs/1911.03314 (2019)
[i51]
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  - journals/corr/abs-1911-08356
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Fabian Schuiki, Florian Zaruba, Torsten Hoefler, Luca Benini:
Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores. CoRR abs/1911.08356 (2019)
[i50]
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  - journals/corr/abs-1912-04441
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Xiaying Wang, Lukas Cavigelli, Manuel Eggimann, Michele Magno, Luca Benini:
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data. CoRR abs/1912.04441 (2019)
2018
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Giovanni Rovere, Schekeb Fateh, Luca Benini:
A 2.2-µW Cognitive Always-On Wake-Up Circuit for Event-Driven Duty-Cycling of IoT Sensor Nodes. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(3): 543-554 (2018)
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Dimitra Papagiannopoulou, Andrea Marongiu, Tali Moreshet, Luca Benini, Maurice Herlihy, R. Iris Bahar:
Hardware Transactional Memory Exploration in Coherence-Free Many-Core Architectures. Int. J. Parallel Program. 46(6): 1304-1328 (2018)
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Victor Javier Kartsch, Simone Benatti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini:
A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems. Inf. Fusion 43: 66-76 (2018)
[j250]
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  - journals/jolpe/MagnoIPVB18
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Michele Magno, Ali Ibrahim, Antonio Pullini, Maurizio Valle, Luca Benini:
An Energy Efficient E-Skin Embedded System for Real-Time Tactile Data Decoding. J. Low Power Electron. 14(1): 101-109 (2018)
[j249]
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Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini:
Optimizing memory bandwidth exploitation for OpenVX applications on embedded many-core accelerators. J. Real Time Image Process. 15(1): 73-92 (2018)
[j248]
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Woo-Seok Choi, Guanghua Shu, Mrunmay Talegaonkar, Yubo Liu, Da Wei, Luca Benini, Pavan Kumar Hanumolu:
A 0.45-0.7 V 1-6 Gb/s 0.29-0.58 pJ/b Source-Synchronous Transceiver Using Near-Threshold Operation. IEEE J. Solid State Circuits 53(3): 884-895 (2018)
[j247]
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Philipp Schönle, Florian Glaser, Thomas Burger, Giovanni Rovere, Luca Benini, Qiuting Huang:
A Multi-Sensor and Parallel Processing SoC for Miniaturized Medical Instrumentation. IEEE J. Solid State Circuits 53(7): 2076-2087 (2018)
[j246]
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Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Mickaël Le Gentil, Olivier Berder, Luca Benini:
Long-short range communication network leveraging LoRa™ and wake-up receiver. Microprocess. Microsystems 56: 184-192 (2018)
[j245]
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Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini:
Leveraging Energy Harvesting and Wake-Up Receivers for Long-Term Wireless Sensor Networks. Sensors 18(5): 1578 (2018)
[j244]
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  - journals/sensors/PiyareMMB18
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Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
On-Demand LoRa: Asynchronous TDMA for Energy Efficient and Low Latency Communication in IoT. Sensors 18(11): 3718 (2018)
[j243]
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Francesco Paci, Davide Brunelli, Luca Benini:
Lightweight IO virtualization on MPU enabled microcontrollers. SIGBED Rev. 15(1): 50-56 (2018)
[j242]
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  - journals/suscom/BorghesiBLMB18
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Scheduling-based power capping in high performance computing systems. Sustain. Comput. Informatics Syst. 19: 1-13 (2018)
[j241]
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  - journals/tcad/AndriCRB18
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Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
YodaNN: An Architecture for Ultralow Power Binary-Weight CNN Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(1): 48-60 (2018)
[j240]
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Giuseppe Tagliavini, Davide Rossi, Andrea Marongiu, Luca Benini:
Synergistic HW/SW Approximation Techniques for Ultralow-Power Parallel Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(5): 982-995 (2018)
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Francesco Conti, Pasquale Davide Schiavone, Luca Benini:
XNOR Neural Engine: A Hardware Accelerator IP for 21.6-fJ/op Binary Neural Network Inference. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2940-2951 (2018)
[j238]
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  - journals/tcas/PulliniCRLGB18
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Antonio Pullini, Francesco Conti, Davide Rossi, Igor Loi, Michael Gautschi, Luca Benini:
A Heterogeneous Multicore System on Chip for Energy Efficient Brain Inspired Computing. IEEE Trans. Circuits Syst. II Express Briefs 65-II(8): 1094-1098 (2018)
[j237]
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  - journals/tecs/GomezSSBT18
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Andres Gomez, Lukas Sigrist, Thomas Schalch, Luca Benini, Lothar Thiele:
Efficient, Long-Term Logging of Rich Data Sensors Using Transient Sensor Nodes. ACM Trans. Embed. Comput. Syst. 17(1): 4:1-4:23 (2018)
[j236]
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Alessandro Capotondi, Andrea Marongiu, Luca Benini:
Runtime Support for Multiple Offload-Based Programming Models on Clustered Manycore Accelerators. IEEE Trans. Emerg. Top. Comput. 6(3): 330-342 (2018)
[j235]
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Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Energy-Aware Bio-Signal Compressed Sensing Reconstruction on the WBSN-Gateway. IEEE Trans. Emerg. Top. Comput. 6(3): 370-381 (2018)
[j234]
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Andrin Caviezel, Michael Schaffner, Lukas Cavigelli, Pascal Niklaus, Yves Bühler, Perry Bartelt, Michele Magno, Luca Benini:
Design and Evaluation of a Low-Power Sensor Device for Induced Rockfall Experiments. IEEE Trans. Instrum. Meas. 67(4): 767-779 (2018)
[j233]
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Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic:
Towards Edge-Aware Spatio-Temporal Filtering in Real-Time. IEEE Trans. Image Process. 27(1): 265-280 (2018)
[j232]
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Igor Loi, Alessandro Capotondi, Davide Rossi, Andrea Marongiu, Luca Benini:
The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores. IEEE Trans. Multi Scale Comput. Syst. 4(2): 99-112 (2018)
[j231]
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  - journals/tpds/AzarkhishRLB18
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Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini:
Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes. IEEE Trans. Parallel Distributed Syst. 29(2): 420-434 (2018)
[j230]
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  - journals/tpds/FraternaliBCB18
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Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Quantifying the Impact of Variability and Heterogeneity on the Energy Efficiency for a Next-Generation Ultra-Green Supercomputer. IEEE Trans. Parallel Distributed Syst. 29(7): 1575-1588 (2018)
[j229]
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  - journals/trets/MeloniCDBCRRB18
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Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu, Michele Brian, Francesco Conti, Davide Rossi, Luigi Raffo, Luca Benini:
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs. ACM Trans. Reconfigurable Technol. Syst. 11(3): 18:1-18:24 (2018)
[c621]
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  - conf/IEEEpact/CesariniBBCB18
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN: a run-time library for application-agnostic energy saving in MPI communication primitives. ANDARE@PACT 2018: 2:1-2:6
[c620]
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  - conf/IEEEpact/LibriBCB18
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Antonio Libri, Andrea Bartolini, Daniele Cesarini, Luca Benini:
Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters. ANDARE@PACT 2018: 3:1-3:6
[c619]
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Andreas Kurth, Alessandro Capotondi, Pirmin Vogel, Luca Benini, Andrea Marongiu:
HERO: an open-source research platform for HW/SW exploration of heterogeneous manycore systems. ANDARE@PACT 2018: 5:1-5:6
[c618]
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  - conf/applepies/PolonelliBBB18
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Tommaso Polonelli, Davide Brunelli, Andrea Bartolini, Luca Benini:
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring. ApplePies 2018: 169-177
[c617]
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  - conf/asap/FlamandR0LPRB18
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Eric Flamand, Davide Rossi, Francesco Conti, Igor Loi, Antonio Pullini, Florent Rotenberg, Luca Benini:
GAP-8: A RISC-V SoC for AI at the Edge of the IoT. ASAP 2018: 1-4
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  - conf/biocas/BurrelloSBR18
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Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi:
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing. BioCAS 2018: 1-4
[c615]
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Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini:
Embedded Classification of Local Field Potentials Recorded from Rat Barrel Cortex with Implanted Multi-Electrode Array. BioCAS 2018: 1-4
[c614]
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  - conf/bodynets/SalvaroBKGB18
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Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini:
A Wearable Device for Brain-Machine Interaction with Augmented Reality Head-Mounted Display. BODYNETS 2018: 339-351
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  - conf/bodynets/BenattiGB18
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Simone Benatti, Marco Guermandi, Luca Benini:
A Cost-Effective Embedded Platform for Scalable Multichannel Biopotential Acquisition. BODYNETS 2018: 353-364
[c612]
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  - conf/cf/PradoDBP18
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Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos:
QUENN: QUantization engine for low-power neural networks. CF 2018: 36-44
[c611]
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  - conf/cf/SilvanoPAAGCVBB18
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Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea Rosario Beccari, Candida Manelfi:
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF 2018: 270-275
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Manuele Rusci, Davide Rossi, Eric Flamand, Massimo Gottardi, Elisabetta Farella, Luca Benini:
Always-ON visual node with a hardware-software event-based binarized neural network inference engine. CF 2018: 314-319
[c609]
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  - conf/cf/GomezCB18
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Andres Gomez, Francesco Conti, Luca Benini:
Thermal image-based CNN's for ultra-low power people recognition. CF 2018: 326-331
[c608]
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Francesco Conti, Lukas Cavigelli, Gianna Paulin, Igor Susmelj, Luca Benini:
Chipmunk: A systolically scalable 0.9 mm², 3.08Gop/s/mW @ 1.2 mW accelerator for near-sensor recurrent neural network inference. CICC 2018: 1-4
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Manuele Rusci, Alessandro Capotondi, Francesco Conti, Luca Benini:
Quantized NNs as the definitive solution for inference on low-power ARM MCUs?: work-in-progress. CODES+ISSS 2018: 12
[c606]
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Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini:
XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks. COOL CHIPS 2018: 1-3
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  - conf/dac/MontagnaRBRB18
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Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini:
PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform. DAC 2018: 111:1-111:6
[c604]
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Ali Pahlevan, Yasir Mahmood Qureshi, Marina Zapater, Andrea Bartolini, Davide Rossi, Luca Benini, David Atienza:
Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not? DATE 2018: 147-152
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  - conf/date/ForsbergBM18
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Björn Forsberg, Luca Benini, Andrea Marongiu:
HePREM: Enabling predictable GPU execution on heterogeneous SoC. DATE 2018: 539-544
[c602]
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  - conf/date/TagliaviniMRMB18
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Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini:
A transprecision floating-point platform for ultra-low power computing. DATE 2018: 1051-1056
[c601]
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  - conf/date/SchillingUMGMB18
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Robert Schilling, Thomas Unterluggauer, Stefan Mangard, Frank K. Gürkaynak, Michael Muehlberghuber, Luca Benini:
High speed ASIC implementations of leakage-resilient cryptography. DATE 2018: 1259-1264
[c600]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, Loïc Besnard, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Davide Gadioli, Martin Golasowski, Imane Lasri, Jan Martinovic, Gianluca Palermo, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová, Emanuele Vitali:
ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing. DSD 2018: 600-607
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Antonio Pullini, Davide Rossi, Igor Loi, Alfio Di Mauro, Luca Benini:
Mr. Wolf: A 1 GFLOP/s Energy-Proportional Parallel Ultra Low Power SoC for IOT Edge Processing. ESSCIRC 2018: 274-277
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Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Bernhard Moser, Natalia Shepeleva, Francesco Conti, Luca Benini, Oscar Ripolles, David Solans, Maura Pintor, Battista Biggio, Todor P. Stefanov, Svetlana Minakova, Nikolaos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo:
ALOHA: an architectural-aware framework for deep learning at the edge. INTESA@ESWEEK 2018: 19-26
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  - conf/etfa/PolonelliBGB18
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Tommaso Polonelli, Davide Brunelli, Marco Guermandi, Luca Benini:
An accurate low-cost Crackmeter with LoRaWAN communication and energy harvesting capability. ETFA 2018: 671-676
[c596]
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Tommaso Polonelli, Davide Brunelli, Luca Benini:
Slotted ALOHA Overlay on LoRaWAN - A Distributed Synchronization Approach. EUC 2018: 129-132
[c595]
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  - conf/eusipco/HerscheRSCBR18
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Michael Hersche, Tino Rellstab, Pasquale Davide Schiavone, Lukas Cavigelli, Luca Benini, Abbas Rahimi:
Fast and Accurate Multiclass Inference for MI-BCIs Using Large Multiscale Temporal and Spectral Features. EUSIPCO 2018: 1690-1694
[c594]
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  - conf/green/MagnoMB18
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Michele Magno, Philipp Mayer, Luca Benini:
A Self-Sustaining Micro-Watt Programmable Smart Audio Sensor for Always-On Sensing. IGSC 2018: 1-8
[c593]
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  - conf/healthcom/WangMCMCVB18
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Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini:
Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor. HealthCom 2018: 1-6
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  - conf/iccd/KurthVMB18
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Andreas Kurth, Pirmin Vogel, Andrea Marongiu, Luca Benini:
Scalable and Efficient Virtual Memory Sharing in Heterogeneous SoCs with TLB Prefetching and MMU-Aware DMA Engine. ICCD 2018: 292-300
[c591]
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  - conf/icecsys/ElganiMRPSGCRB18
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Alessia Maria Elgani, Michele Magno, Francesco Renzini, Luca Perilli, Eleonora Franchi Scarselli, Antonio Gnudi, Roberto Canegallo, Giulio Ricotti, Luca Benini:
Nanowatt Wake-Up Radios: Discrete-Components and Integrated Architectures. ICECS 2018: 793-796
[c590]
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  - conf/icm2/MeloniLDPSPBRS018
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Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Maura Pintor, Battista Biggio, Oscar Ripolles, David Solans, Francesco Conti, Luca Benini, Todor P. Stefanov, Svetlana Minakova, Bernhard Moser, Natalia Shepeleva, Michael Masin, Francesca Palumbo, Nikos Fragoulis, Ilias Theodorakopoulos:
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project. ICM 2018: 52-55
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  - conf/ieeehpcs/PittinoBBB18
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Federico Pittino, Francesco Beneventi, Andrea Bartolini, Luca Benini:
A Scalable Framework for Online Power Modelling of High-Performance Computing Nodes in Production. HPCS 2018: 300-307
[c588]
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Michele Magno, Stefan Rickli, Josefine Quack, Oliver Brunecker, Luca Benini:
Combining LoRa and RTK to achieve a high precision self-sustaining geo-localization system: poster abstract. IPSN 2018: 160-161
[c587]
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  - conf/iscas/DazziPRBLBB18
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Martino Dazzi, Pierpaolo Palestri, Davide Rossi, Andrea Bandiziol, Igor Loi, David E. Bellasi, Luca Benini:
Sub-mW multi-Gbps chip-to-chip communication Links for Ultra-Low Power IoT end-nodes. ISCAS 2018: 1-5
[c586]
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Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini:
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. ISCAS 2018: 1-5
[c585]
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  - conf/iscas/GirolamiZMBB18
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Alberto Girolami, Federica Zonzini, Luca De Marchi, Davide Brunelli, Luca Benini:
Modal Analysis of Structures with Low-cost Embedded Systems. ISCAS 2018: 1-4
[c584]
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  - conf/iscas/GlaserMRGHB18
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Florian Glaser, Stefan Mach, Abbas Rahimi, Frank K. Gürkaynak, Qiuting Huang, Luca Benini:
An 826 MOPS, 210uW/MHz Unum ALU in 65 nm. ISCAS 2018: 1-5
[c583]
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  - conf/iscas/KartschBMMB18
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Victor Javier Kartsch, Simone Benatti, Mattia Mancini, Michele Magno, Luca Benini:
Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester. ISCAS 2018: 1-5
[c582]
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  - conf/iscas/MachRTMB18
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Stefan Mach, Davide Rossi, Giuseppe Tagliavini, Andrea Marongiu, Luca Benini:
A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing. ISCAS 2018: 1-5
[c581]
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  - conf/iscas/MauroRPFB18
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Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini:
Live Demonstration: Body-Bias Based Performance Monitoring and Compensation for a Near-Threshold Multi-Core Cluster in 28nm FD-SOI Technology. ISCAS 2018: 1-
[c580]
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Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey:
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. ISCAS 2018: 1-5
[c579]
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Manuele Rusci, Lukas Cavigelli, Luca Benini:
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity? ISCAS 2018: 1-5
[c578]
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  - conf/isvlsi/AndriCRB18
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Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes. ISVLSI 2018: 509-515
[c577]
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  - conf/patmos/AnagnostouGHFGT18
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P. Anagnostou, Andres Gomez, Pascal A. Hager, Hamed Fatemi, José Pineda de Gyvez, Lothar Thiele, Luca Benini:
Torpor: A Power-Aware HW Scheduler for Energy Harvesting IoT SoCs. PATMOS 2018: 54-61
[c576]
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  - conf/ppopp/MatejkaFSHBM18
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Joel Matejka, Björn Forsberg, Michal Sojka, Zdenek Hanzálek, Luca Benini, Andrea Marongiu:
Combining PREM compilation and ILP scheduling for high-performance and predictable MPSoC execution. PMAM@PPoPP 2018: 11-20
[c575]
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  - conf/sas2/JostSMKBRJGMFN18
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Michael Jost, Michael Schaffner, Michele Magno, Matthias Korb, Luca Benini, René Reimann, Vijay Jain, Michael Gross, Andrei Militaru, Martin Frimmer, Lukás Novotný:
An accurate system for optimal state estimation of a levitated nanoparticle. SAS 2018: 1-6
[c574]
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  - conf/sas2/MayerMB18
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Philipp Mayer, Michele Magno, Luca Benini:
Combining microbial fuel cell and ultra-low power event-driven audio detector for zero-power sensing in underwater monitoring. SAS 2018: 1-6
[c573]
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  - conf/scopes/ForsbergBM18
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Björn Forsberg, Luca Benini, Andrea Marongiu:
On the Cost of Freedom From Interference in Heterogeneous SoCs. SCOPES 2018: 31-34
[c572]
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  - conf/sensys/FraternaliBABG18
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Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta:
Pible: battery-free mote for perpetual indoor BLE applications. BuildSys@SenSys 2018: 168-171
[c571]
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  - conf/sensys/FraternaliBABG18a
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Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta:
Pible: battery-free mote for perpetual indoor BLE applications: demo abstract. BuildSys@SenSys 2018: 184-185
[c570]
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  - conf/sies/JokicEB18
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Petar Jokic, Stéphane Emery, Luca Benini:
BinaryEye: A 20 kfps Streaming Camera System on FPGA with Real-Time On-Device Image Recognition Using Binary Neural Networks. SIES 2018: 1-7
[c569]
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  - conf/vlsi/SchiavoneSRMZHB18
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Pasquale Davide Schiavone, Ernesto Sánchez, Annachiara Ruospo, Francesco Minervini, Florian Zaruba, Germain Haugou, Luca Benini:
An Open-Source Verification Framework for Open-Source Cores: A RISC-V Case Study. VLSI-SoC 2018: 43-48
[c568]
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  dblp key:
  - conf/wimob/PiyareMMB18
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Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver. WiMob 2018: 1-4
[c567]
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Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs. WiMob 2018: 1-4
[i49]
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Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred L. Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey:
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. CoRR abs/1802.10237 (2018)
[i48]
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  - journals/corr/abs-1803-04783
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Fabian Schuiki, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets. CoRR abs/1803.04783 (2018)
[i47]
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Andrawes Al Bahou, Geethan Karunaratne, Renzo Andri, Lukas Cavigelli, Luca Benini:
XNORBIN: A 95 TOp/s/W Hardware Accelerator for Binary Convolutional Neural Networks. CoRR abs/1803.05849 (2018)
[i46]
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Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR abs/1803.09588 (2018)
[i45]
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  - journals/corr/abs-1804-00623
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Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes. CoRR abs/1804.00623 (2018)
[i44]
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Daniele Palossi, Antonio Loquercio, Francesco Conti, Eric Flamand, Davide Scaramuzza, Luca Benini:
Ultra Low Power Deep-Learning-powered Autonomous Nano Drones. CoRR abs/1805.01831 (2018)
[i43]
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  - journals/corr/abs-1806-02698
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Antonio Libri, Andrea Bartolini, Luca Benini:
Dwarf in a Giant: Enabling Scalable, High-Resolution HPC Energy Monitoring for Real-Time Profiling and Analytics. CoRR abs/1806.02698 (2018)
[i42]
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Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini:
Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration. CoRR abs/1806.05135 (2018)
[i41]
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Daniele Cesarini, Andrea Bartolini, Pietro Bonfà, Carlo Cavazzoni, Luca Benini:
COUNTDOWN - three, two, one, low power! A Run-time Library for Energy Saving in MPI Communication Primitives. CoRR abs/1806.07258 (2018)
[i40]
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  - journals/corr/abs-1807-03010
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Francesco Conti, Pasquale Davide Schiavone, Luca Benini:
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference. CoRR abs/1807.03010 (2018)
[i39]
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Manuel Schmuck, Luca Benini, Abbas Rahimi:
Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory. CoRR abs/1807.08583 (2018)
[i38]
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Michael Schaffner, Luca Benini:
On the Feasibility of FPGA Acceleration of Molecular Dynamics Simulations. CoRR abs/1808.04201 (2018)
[i37]
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Lukas Cavigelli, Luca Benini:
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams. CoRR abs/1808.05488 (2018)
[i36]
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Andreas Kurth, Pirmin Vogel, Andrea Marongiu, Luca Benini:
Scalable and Efficient Virtual Memory Sharing in Heterogeneous SoCs with TLB Prefetching and MMU-Aware DMA Engine. CoRR abs/1808.09751 (2018)
[i35]
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  - journals/corr/abs-1809-01926
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Alessio Burrello, Kaspar Schindler, Luca Benini, Abbas Rahimi:
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing. CoRR abs/1809.01926 (2018)
[i34]
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Tommaso Polonelli, Davide Brunelli, Luca Benini:
Slotted ALOHA Overlay on LoRaWAN: a Distributed Synchronization Approach. CoRR abs/1809.02234 (2018)
[i33]
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Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver. CoRR abs/1809.04142 (2018)
[i32]
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Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini:
KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs. CoRR abs/1809.04143 (2018)
[i31]
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Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini:
Robust online identification of thermal models for in-production HPC clusters with machine learning-based data selection. CoRR abs/1810.01865 (2018)
[i30]
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Lukas Cavigelli, Luca Benini:
Extended Bit-Plane Compression for Convolutional Neural Network Accelerators. CoRR abs/1810.03979 (2018)
[i29]
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  - journals/corr/abs-1811-05269
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Anomaly Detection using Autoencoders in High Performance Computing Systems. CoRR abs/1811.05269 (2018)
[i28]
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  - journals/corr/abs-1811-05896
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Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos:
QUENN: QUantization Engine for low-power Neural Networks. CoRR abs/1811.05896 (2018)
[i27]
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Miguel de Prado, Nuria Pazos, Luca Benini:
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems. CoRR abs/1811.07315 (2018)
[i26]
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  - journals/corr/abs-1812-00182
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Fabian Schuiki, Michael Schaffner, Luca Benini:
NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22nm FD-SOI. CoRR abs/1812.00182 (2018)
[i25]
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  - journals/corr/abs-1812-04717
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Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta:
Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR abs/1812.04717 (2018)
[i24]
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Michael Hersche, José del R. Millán, Luca Benini, Abbas Rahimi:
Exploring Embedding Methods in Binary Hyperdimensional Computing: A Case Study for Motor-Imagery based Brain-Computer Interfaces. CoRR abs/1812.05705 (2018)
2017
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Giovanni De Micheli, Luca Benini:
Networks on Chips: 15 Years Later. Computer 50(5): 10-11 (2017)
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Davide Rossi, Igor Loi, Antonio Pullini, Thomas Christoph Müller, Andreas Burg, Francesco Conti, Luca Benini, Philippe Flatresse:
A Self-Aware Architecture for PVT Compensation and Power Nap in Near Threshold Processors. IEEE Des. Test 34(6): 46-53 (2017)
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Maryam Payami, Erfan Azarkhish, Igor Loi, Luca Benini:
A Hybrid Instruction Prefetching Mechanism for Ultra Low-Power Multicore Clusters. IEEE Embed. Syst. Lett. 9(4): 125-128 (2017)
[j225]
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Manuele Rusci, Davide Rossi, Elisabetta Farella, Luca Benini:
A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering. IEEE Internet Things J. 4(5): 1284-1295 (2017)
[j224]
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Michael Gautschi, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
An Extended Shared Logarithmic Unit for Nonlinear Function Kernel Acceleration in a 65-nm CMOS Multicore Cluster. IEEE J. Solid State Circuits 52(1): 98-112 (2017)
[j223]
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Mauro Mangia, Daniele Bortolotti, Fabio Pareschi, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Zeroing for HW-efficient compressed sensing architectures targeting data compression in wireless sensor networks. Microprocess. Microsystems 48: 69-79 (2017)
[j222]
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Andres Gomez, Andrea Bartolini, Davide Rossi, Baris Can Kara, Hamed Fatemi, José Pineda de Gyvez, Luca Benini:
Increasing the energy efficiency of microcontroller platforms with low-design margin co-processors. Microprocess. Microsystems 53: 213-228 (2017)
[j221]
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Davide Rossi, Antonio Pullini, Igor Loi, Michael Gautschi, Frank Kagan Gürkaynak, Adam Teman, Jeremy Constantin, Andreas Burg, Ivan Miro Panades, Edith Beigné, Fabien Clermidy, Philippe Flatresse, Luca Benini:
Energy-Efficient Near-Threshold Parallel Computing: The PULPv2 Cluster. IEEE Micro 37(5): 20-31 (2017)
[j220]
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  - journals/monet/MagnoPCGFB17
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Michele Magno, Tommaso Polonelli, Filippo Casamassima, Andres Gomez, Elisabetta Farella, Luca Benini:
Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network. Mob. Networks Appl. 22(5): 814-824 (2017)
[j219]
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Simone Benatti, Bojan Milosevic, Elisabetta Farella, Emanuele Gruppioni, Luca Benini:
A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies. Sensors 17(4): 869 (2017)
[j218]
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Aya Ibrahim, Pascal A. Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Luca Benini, Giovanni De Micheli:
Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging. IEEE Trans. Biomed. Circuits Syst. 11(4): 815-831 (2017)
[j217]
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Fabio Pareschi, Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals. IEEE Trans. Biomed. Circuits Syst. 11(6): 1278-1289 (2017)
[j216]
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Rubén Braojos, Daniele Bortolotti, Andrea Bartolini, Giovanni Ansaloni, Luca Benini, David Atienza:
A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing. IEEE Trans. Computers 66(4): 575-585 (2017)
[j215]
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Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(9): 1557-1570 (2017)
[j214]
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David E. Bellasi, Luca Benini:
Smart Energy-Efficient Clock Synthesizer for Duty-Cycled Sensor SoCs in 65 nm/28nm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2322-2333 (2017)
[j213]
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Francesco Conti, Robert Schilling, Pasquale Davide Schiavone, Antonio Pullini, Davide Rossi, Frank Kagan Gürkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini:
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2481-2494 (2017)
[j212]
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Robin Bolt, Michele Magno, Thomas Burger, Aldo Romani, Luca Benini:
Kinetic AC/DC Converter for Electromagnetic Energy Harvesting in Autonomous Wearable Devices. IEEE Trans. Circuits Syst. II Express Briefs 64-II(12): 1422-1426 (2017)
[j211]
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Lukas Cavigelli, Luca Benini:
Origami: A 803-GOp/s/W Convolutional Network Accelerator. IEEE Trans. Circuits Syst. Video Technol. 27(11): 2461-2475 (2017)
[j210]
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  - journals/tecs/VogelKWMB17
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Pirmin Vogel, Andreas Kurth, Johannes Weinbuch, Andrea Marongiu, Luca Benini:
Efficient Virtual Memory Sharing via On-Accelerator Page Table Walking in Heterogeneous Embedded SoCs. ACM Trans. Embed. Comput. Syst. 16(5s): 154:1-154:19 (2017)
[j209]
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Francesco Conti, Daniele Palossi, Renzo Andri, Michele Magno, Luca Benini:
Accelerated Visual Context Classification on a Low-Power Smartwatch. IEEE Trans. Hum. Mach. Syst. 47(1): 19-30 (2017)
[j208]
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Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini:
A Generic Framework for Modeling MAC Protocols in Wireless Sensor Networks. IEEE/ACM Trans. Netw. 25(3): 1489-1500 (2017)
[j207]
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Pirmin Vogel, Andrea Marongiu, Luca Benini:
Lightweight Virtual Memory Support for Zero-Copy Sharing of Pointer-Rich Data Structures in Heterogeneous Embedded SoCs. IEEE Trans. Parallel Distributed Syst. 28(7): 1947-1959 (2017)
[j206]
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Erfan Azarkhish, Christoph Pfister, Davide Rossi, Igor Loi, Luca Benini:
Logic-Base Interconnect Design for Near Memory Computing in the Smart Memory Cube. IEEE Trans. Very Large Scale Integr. Syst. 25(1): 210-223 (2017)
[j205]
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Michael Gautschi, Pasquale Davide Schiavone, Andreas Traber, Igor Loi, Antonio Pullini, Davide Rossi, Eric Flamand, Frank K. Gürkaynak, Luca Benini:
Near-Threshold RISC-V Core With DSP Extensions for Scalable IoT Endpoint Devices. IEEE Trans. Very Large Scale Integr. Syst. 25(10): 2700-2713 (2017)
[c566]
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  - conf/IEEEpact/CesariniBB17
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Benefits in Relaxing the Power Capping Constraint. ANDARE@PACT 2017: 3:1-3:6
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Leonardo Cecconi, Sander Smets, Luca Benini, Marian Verhelst:
Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs. ACIVS 2017: 89-100
[c564]
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Satyajit Das, Kevin J. M. Martin, Philippe Coussy, Davide Rossi, Luca Benini:
Efficient mapping of CDFG onto coarse-grained reconfigurable array architectures. ASP-DAC 2017: 127-132
[c563]
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  - conf/biocas/RovereFB17
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Giovanni Rovere, Schekeb Fateh, Luca Benini:
A 2.1 μW event-driven wake-up circuit based on a level-crossing ADC for pattern recognition in healthcare. BioCAS 2017: 1-4
[c562]
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Thomas Unterluggauer, Thomas Korak, Stefan Mangard, Robert Schilling, Luca Benini, Frank K. Gürkaynak, Michael Muehlberghuber:
Leakage Bounds for Gaussian Side Channels. CARDIS 2017: 88-104
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Arthur Stoutchinin, Luca Benini:
Stream Drive: A Dynamic Dataflow Framework For Clustered Embedded Architectures. Conf. Computing Frontiers 2017: 1-8
[c560]
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Daniele Palossi, Andres Gomez, Stefan Draskovic, Kevin Keller, Luca Benini, Lothar Thiele:
Self-Sustainability in Nano Unmanned Aerial Vehicles: A Blimp Case Study. Conf. Computing Frontiers 2017: 79-88
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Alfio Di Mauro, Francesco Conti, Luca Benini:
An Ultra-Low Power Address-Event Sensor Interface for Energy-Proportional Time-to-Information Extraction. DAC 2017: 75:1-75:6
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Björn Forsberg, Andrea Marongiu, Luca Benini:
GPUguard: Towards supporting a predictable execution model for heterogeneous SoC. DATE 2017: 318-321
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  - conf/date/BeneventiBCB17
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Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. DATE 2017: 1038-1043
[c556]
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Pascal Alexander Hager, Hamed Fatemi, José Pineda de Gyvez, Luca Benini:
A scan-chain based state retention methodology for IoT processors operating on intermittent energy. DATE 2017: 1171-1176
[c555]
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Michele Magno, Fayçal Ait Aoudia, Matthieu Gautier, Olivier Berder, Luca Benini:
WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication. DATE 2017: 1528-1533
[c554]
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Daniele Palossi, Andrea Marongiu, Luca Benini:
Ultra low-power visual odometry for nano-scale unmanned aerial vehicles. DATE 2017: 1647-1650
[c553]
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  - conf/dsd/GlaserSMBBBFRBH17
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Florian Glaser, Philipp Schönle, Pascale Meier, Jonathan Bosser, Noé Brun, Thomas Burger, Schekeb Fateh, Giovanni Rovere, Luca Benini, Qiuting Huang:
Towards a Mobile Health Platform with Parallel Processing and Multi-sensor Capabilities. DSD 2017: 462-469
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Alvise Rigo, Christian Pinto, Kevin Pouget, Daniel Raho, Denis Dutoit, Pierre-Yves Martinez, Chris Doran, Luca Benini, Iakovos Mavroidis, Manolis Marazakis, Valeria Bartsch, Guy Lonsdale, Antoniu Pop, John Goodacre, Annaik Colliot, Paul M. Carpenter, Petar Radojkovic, Dirk Pleiter, Dominique Drouin, Benoît Dupont de Dinechin:
Paving the Way Towards a Highly Energy-Efficient and Highly Integrated Compute Node for the Exascale Revolution: The ExaNoDe Approach. DSD 2017: 486-493
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Philipp Schönle, Giovanni Rovere, Florian Glaser, Jonathan Bosser, Noé Brun, X. Han, Thomas Burger, Schekeb Fateh, Q. Wang, Luca Benini, Qiuting Huang:
A multi-sensor and parallel processing SoC for wearable and implantable telemetry systems. ESSCIRC 2017: 215-218
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Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini:
Deep structured features for semantic segmentation. EUSIPCO 2017: 61-65
[c549]
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  - conf/eusipco/ScheideggerCSMB17
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Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini:
Impact of temporal subsampling on accuracy and performance in practical video classification. EUSIPCO 2017: 996-1000
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Frank K. Gürkaynak, Robert Schilling, Michael Muehlberghuber, Francesco Conti, Stefan Mangard, Luca Benini:
Multi-core data analytics SoC with a flexible 1.76 Gbit/s AES-XTS cryptographic accelerator in 65 nm CMOS. CS2@HiPEAC 2017: 19-24
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Björn Forsberg, Daniele Palossi, Andrea Marongiu, Luca Benini:
GPU-Accelerated Real-Time Path Planning and the Predictable Execution Model. ICCS 2017: 2428-2432
[c546]
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Lukas Cavigelli, Philippe Degen, Luca Benini:
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data. ICDSC 2017: 1-8
[c545]
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  - conf/ieeesensors/MagnoVSB17
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Michele Magno, Fabien Vultier, Bence Szebedy, Luca Benini:
Long-term monitoring of small-sized birds using a miniaturized bluetooth-low-energy sensor node. IEEE SENSORS 2017: 1-3
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Lukas Cavigelli, Pascal Hager, Luca Benini:
CAS-CNN: A deep convolutional neural network for image compression artifact suppression. IJCNN 2017: 752-759
[c543]
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  - conf/ipps/AhmadBBBBCFGGLS17
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Wissam Abu Ahmad, Andrea Bartolini, Francesco Beneventi, Luca Benini, Andrea Borghesi, Marco Cicala, Privato Forestieri, Cosimo Gianfreda, Daniele Gregori, Antonio Libri, Filippo Spiga, Simone Tinti:
Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture. IPDPS Workshops 2017: 964-973
[c542]
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  - conf/iscas/BellasiSHB17
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David E. Bellasi, Philipp Schönle, Qiuting Huang, Luca Benini:
A wide tuning-range ADFLL for mW-SoCs with dithering-enhanced accuracy in 65 nm CMOS. ISCAS 2017: 1-4
[c541]
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Satyajit Das, Davide Rossi, Kevin J. M. Martin, Philippe Coussy, Luca Benini:
A 142MOPS/mW integrated programmable array accelerator for smart visual processing. ISCAS 2017: 1-4
[c540]
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Pascal Alexander Hager, Christoph Risser, Peter-Karl Weber, Luca Benini:
LightProbe: A 64-channel programmable ultrasound transducer head with an integrated front-end and a 26.4 Gb/s optical link. ISCAS 2017: 1-4
[c539]
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Michele Magno, Michael Pritz, Philipp Mayer, Luca Benini:
DeepEmote: Towards multi-layer neural networks in a low power wearable multi-sensors bracelet. IWASI 2017: 32-37
[c538]
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Simone Benatti, Giovanni Rovere, Jonathan Bosser, Fabio Montagna, Elisabetta Farella, Horian Glaser, Philipp Schönle, Thomas Burger, Schekeb Fateh, Qiuting Huang, Luca Benini:
A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC. IWASI 2017: 139-144
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Luca Benini:
Plenty of room at the bottom? Micropower deep learning for cognitive cyber physical systems. IWASI 2017: 165
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Daniele Palossi, Jaskirat Singh, Michele Magno, Luca Benini:
Target following on nano-scale Unmanned Aerial Vehicles. IWASI 2017: 170-175
[c535]
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  - conf/ner/KartschBRB17
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Victor Javier Kartsch, Simone Benatti, Davide Rossi, Luca Benini:
A wearable EEG-based drowsiness detection system with blink duration and alpha waves analysis. NER 2017: 251-254
[c534]
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  - conf/ngcas/MagnoIPVB17
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Michele Magno, Ali Ibrahim, Antonio Pullini, Maurizio Valle, Luca Benini:
Energy Efficient System for Tactile Data Decoding Using an Ultra-Low Power Parallel Platform. NGCAS 2017: 17-20
[c533]
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Mattia Salvaro, Victor Javier Kartsch, Simone Benatti, Michela Milano, Luca Benini:
Towards a Novel HMI Paradigm Based on Mixed EEG and Indoor Localization Platforms. NGCAS 2017: 217-220
[c532]
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  - conf/nips/AgustssonMTCTBG17
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Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, Lukas Cavigelli, Radu Timofte, Luca Benini, Luc Van Gool:
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations. NIPS 2017: 1141-1151
[c531]
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  - conf/parco/CesariniBB17
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Energy Saving and Thermal Management Opportunities in a Workload-Aware MPI Runtime for a Scientific HPC Computing Node. PARCO 2017: 277-286
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  - conf/patmos/LiGB17
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Lei Li, Michael Gautschi, Luca Benini:
Approximate DIV and SQRT instructions for the RISC-V ISA: An efficiency vs. accuracy analysis. PATMOS 2017: 1-8
[c529]
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Alfio Di Mauro, Davide Rossi, Antonio Pullini, Philippe Flatresse, Luca Benini:
Temperature and process-aware performance monitoring and compensation for an ULP multi-core cluster in 28nm UTBB FD-SOI technology. PATMOS 2017: 1-8
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Antonio Pullini, Davide Rossi, Germain Haugou, Luca Benini:
μDMA: An autonomous I/O subsystem for IoT end-nodes. PATMOS 2017: 1-8
[c527]
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Pasquale Davide Schiavone, Francesco Conti, Davide Rossi, Michael Gautschi, Antonio Pullini, Eric Flamand, Luca Benini:
Slow and steady wins the race? A comparison of ultra-low-power RISC-V cores for Internet-of-Things applications. PATMOS 2017: 1-8
[c526]
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Cristina Silvano, Giovanni Agosta, Jorge G. Barbosa, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, João M. P. Cardoso, Carlo Cavazzoni, Stefano Cherubin, Radim Cmar, Davide Gadioli, Candida Manelfi, Jan Martinovic, Ricardo Nobre, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová:
The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems. SAMOS 2017: 308-316
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  - conf/scopes/PalossiMB17
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Daniele Palossi, Andrea Marongiu, Luca Benini:
On the Accuracy of Near-Optimal CPU-Based Path Planning for UAVs. SCOPES 2017: 85-88
[c524]
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  - conf/vlsi/CesariniBB17
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Prediction horizon vs. efficiency of optimal dynamic thermal control policies in HPC nodes. VLSI-SoC 2017: 1-6
[c523]
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Daniele Cesarini, Andrea Bartolini, Luca Benini:
Modeling and Evaluation of Application-Aware Dynamic Thermal Control in HPC Nodes. VLSI-SoC (Selected Papers) 2017: 198-219
[i23]
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Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini:
Neurostream: Scalable and Energy Efficient Deep Learning with Smart Memory Cubes. CoRR abs/1701.06420 (2017)
[i22]
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Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, Lukas Cavigelli, Radu Timofte, Luca Benini, Luc Van Gool:
Soft-to-Hard Vector Quantization for End-to-End Learned Compression of Images and Neural Networks. CoRR abs/1704.00648 (2017)
[i21]
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Lukas Cavigelli, Philippe Degen, Luca Benini:
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data. CoRR abs/1704.04313 (2017)
[i20]
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  - journals/corr/RusciRFB17
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Manuele Rusci, Davide Rossi, Elisabetta Farella, Luca Benini:
A sub-mW IoT-endnode for always-on visual monitoring and smart triggering. CoRR abs/1705.00221 (2017)
[i19]
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  - journals/corr/abs-1711-03538
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Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini:
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. CoRR abs/1711.03538 (2017)
[i18]
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  - journals/corr/abs-1711-05734
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Francesco Conti, Lukas Cavigelli, Gianna Paulin, Igor Susmelj, Luca Benini:
Chipmunk: A Systolically Scalable 0.9 mm², 3.08 Gop/s/mW @ 1.2 mW Accelerator for Near-Sensor Recurrent Neural Network Inference. CoRR abs/1711.05734 (2017)
[i17]
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  - journals/corr/abs-1711-10374
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Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini:
A Transprecision Floating-Point Platform for Ultra-Low Power Computing. CoRR abs/1711.10374 (2017)
[i16]
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  - journals/corr/abs-1712-00994
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Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu, Michele Brian, Francesco Conti, Davide Rossi, Luigi Raffo, Luca Benini:
NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs. CoRR abs/1712.00994 (2017)
[i15]
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  - journals/corr/abs-1712-01021
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Florian Glaser, Stefan Mach, Abbas Rahimi, Frank K. Gürkaynak, Qiuting Huang, Luca Benini:
An 826 MOPS, 210 uW/MHz Unum ALU in 65 nm. CoRR abs/1712.01021 (2017)
[i14]
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  - journals/corr/abs-1712-01743
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Manuele Rusci, Lukas Cavigelli, Luca Benini:
Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity? CoRR abs/1712.01743 (2017)
[i13]
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  - journals/corr/abs-1712-06497
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Andreas Kurth, Pirmin Vogel, Alessandro Capotondi, Andrea Marongiu, Luca Benini:
HERO: Heterogeneous Embedded Research Platform for Exploring RISC-V Manycore Accelerators on FPGA. CoRR abs/1712.06497 (2017)
[i12]
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Thomas Unterluggauer, Thomas Korak, Stefan Mangard, Robert Schilling, Luca Benini, Frank K. Gürkaynak, Michael Muehlberghuber:
Leakage Bounds for Gaussian Side Channels. IACR Cryptol. ePrint Arch. 2017: 992 (2017)
2016
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
CIRCA-GPUs: Increasing Instruction Reuse Through Inexact Computing in GP-GPUs. IEEE Des. Test 33(6): 85-92 (2016)
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Amirali Ghofrani, Abbas Rahimi, Miguel Angel Lastras-Montaño, Luca Benini, Rajesh K. Gupta, Kwang-Ting Cheng:
Associative Memristive Memory for Approximate Computing in GPUs. IEEE J. Emerg. Sel. Topics Circuits Syst. 6(2): 222-234 (2016)
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Andrea Marongiu, Alessandro Capotondi, Luca Benini:
Controlling NUMA effects in embedded manycore applications with lightweight nested parallelism support. Parallel Comput. 59: 24-42 (2016)
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Variability Mitigation in Nanometer CMOS Integrated Systems: A Survey of Techniques From Circuits to Software. Proc. IEEE 104(7): 1410-1448 (2016)
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Michele Magno, Davide Brunelli, Lukas Sigrist, Renzo Andri, Lukas Cavigelli, Andres Gomez, Luca Benini:
InfiniTime: Multi-sensor wearable bracelet with human body harvesting. Sustain. Comput. Informatics Syst. 11: 38-49 (2016)
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Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Luca Benini:
Thermal Analysis and Interpolation Techniques for a Logic + WideIO Stacked DRAM Test Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(4): 623-636 (2016)
[j198]
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Domenico Balsamo, Anup Das, Alex S. Weddell, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett, Luca Benini:
Graceful Performance Modulation for Power-Neutral Transient Computing Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(5): 738-749 (2016)
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Domenico Balsamo, Alex S. Weddell, Anup Das, Alberto Rodriguez Arreola, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett, Luca Benini:
Hibernus++: A Self-Calibrating and Adaptive System for Transiently-Powered Embedded Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(12): 1968-1980 (2016)
[j196]
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Michael Schaffner, Frank K. Gürkaynak, Pierre Greisen, Hubert Kaeslin, Luca Benini, Aljosa Smolic:
Hybrid ASIC/FPGA System for Fully Automatic Stereo-to-Multiview Conversion Using IDW. IEEE Trans. Circuits Syst. Video Technol. 26(11): 2093-2108 (2016)
[j195]
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Daniele Bortolotti, Andrea Marongiu, Luca Benini:
VirtualSoC: A Research Tool for Modern MPSoCs. ACM Trans. Embed. Comput. Syst. 16(1): 3:1-3:27 (2016)
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Michele Magno, Vana Jelicic, Bruno Srbinovski, Vedran Bilas, Emanuel M. Popovici, Luca Benini:
Design, Implementation, and Performance Evaluation of a Flexible Low-Latency Nanowatt Wake-Up Radio Receiver. IEEE Trans. Ind. Informatics 12(2): 633-644 (2016)
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Christian Conficoni, Andrea Bartolini, Andrea Tilli, Carlo Cavazzoni, Luca Benini:
Integrated Energy-Aware Management of Supercomputer Hybrid Cooling Systems. IEEE Trans. Ind. Informatics 12(4): 1299-1311 (2016)
[j192]
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Adam Teman, Davide Rossi, Pascal Meinerzhagen, Luca Benini, Andreas Burg:
Power, Area, and Performance Optimization of Standard Cell Memory Arrays Through Controlled Placement. ACM Trans. Design Autom. Electr. Syst. 21(4): 59:1-59:25 (2016)
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Thomas Bridi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines. IEEE Trans. Parallel Distributed Syst. 27(10): 2781-2794 (2016)
[j190]
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Pascal A. Hager, Andrea Bartolini, Luca Benini:
Ekho: A 30.3W, 10k-Channel Fully Digital Integrated 3-D Beamformer for Medical Ultrasound Imaging Achieving 298M Focal Points per Second. IEEE Trans. Very Large Scale Integr. Syst. 24(5): 1936-1949 (2016)
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Francesco Conti, Davide Rossi, Antonio Pullini, Igor Loi, Luca Benini:
PULP: A Ultra-Low Power Parallel Accelerator for Energy-Efficient and Flexible Embedded Vision. J. Signal Process. Syst. 84(3): 339-354 (2016)
[j188]
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Francesco Conti, Andrea Marongiu, Chuck Pilkington, Luca Benini:
He-P2012: Performance and Energy Exploration of Architecturally Heterogeneous Many-Cores. J. Signal Process. Syst. 85(3): 325-340 (2016)
[c522]
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Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano:
DARDIS: Distributed And Randomized DIspatching and Scheduling. AI*IA 2016: 493-507
[c521]
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  - conf/applepies/BrunelliBFTBB16
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Davide Brunelli, Emanuele Bedeschi, Marco Ferrari, Francesco Tinti, Alberto Barbaresi, Luca Benini:
Long-Range Radio for Underground Sensors in Geothermal Energy Systems. ApplePies 2016: 3-11
[c520]
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  - conf/applepies/VillaniBBB16
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Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini:
A Contactless, Energy-Neutral Power Meter for Smart City Applications. ApplePies 2016: 177-182
[c519]
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  - conf/arcs/AzarkhishRLB16
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Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini:
Design and Evaluation of a Processing-in-Memory Architecture for the Smart Memory Cube. ARCS 2016: 19-31
[c518]
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  - conf/arith/SchaffnerGGB16
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Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini:
Accuracy and Performance Trade-Offs of Logarithmic Number Units in Multi-Core Clusters. ARITH 2016: 95-103
[c517]
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  - conf/biocas/BenattiMRB16
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Simone Benatti, Fabio Montagna, Davide Rossi, Luca Benini:
Scalable EEG seizure detection on an ultra low power multi-core architecture. BioCAS 2016: 86-89
[c516]
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M. Causo, Simone Benatti, Antoine Frappé, Andreia Cathelin, Elisabetta Farella, Andreas Kaiser, Luca Benini, Jan M. Rabaey:
Sampling modulation: An energy efficient novel feature extraction for biosignal processing. BioCAS 2016: 348-351
[c515]
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Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Application of compressed sensing to ECG signals: Decoder-side benefits of the rakeness approach. BioCAS 2016: 352-355
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Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini:
Enabling OpenVX support in mW-scale parallel accelerators. CASES 2016: 2:1-2:10
[c513]
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Luca Benini:
Sub-PicoJoule per operation scalable computing: why, when, how? Conf. Computing Frontiers 2016
[c512]
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Cristina Silvano, Giovanni Agosta, Stefano Cherubin, Davide Gadioli, Gianluca Palermo, Andrea Bartolini, Luca Benini, Jan Martinovic, Martin Palkovic, Katerina Slaninová, João Bispo, João M. P. Cardoso, Rui Abreu, Pedro Pinto, Carlo Cavazzoni, Nico Sanna, Andrea Rosario Beccari, Radim Cmar, Erven Rohou:
The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems. Conf. Computing Frontiers 2016: 288-293
[c511]
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Daniele Bortolotti, Andrea Bartolini, Luca Benini, V. Rajesh Pamula, Nick Van Helleputte, Chris Van Hoof, Marian Verhelst, Tobias Gemmeke, Rubén Braojos Lopez, Giovanni Ansaloni, David Atienza, Pierre Vandergheynst:
PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms. Conf. Computing Frontiers 2016: 309-314
[c510]
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Paolo Meloni, Gianfranco Deriu, Francesco Conti, Igor Loi, Luigi Raffo, Luca Benini:
Curbing the roofline: a scalable and flexible architecture for CNNs on FPGA. Conf. Computing Frontiers 2016: 376-383
[c509]
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Daniele Palossi, Michele Furci, Roberto Naldi, Andrea Marongiu, Lorenzo Marconi, Luca Benini:
An energy-efficient parallel algorithm for real-time near-optimal UAV path planning. Conf. Computing Frontiers 2016: 392-397
[c508]
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  - conf/coolchips/RossiPLGGTCBPBC16
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Davide Rossi, Antonio Pullini, Igor Loi, Michael Gautschi, Frank Kagan Gürkaynak, Adam Teman, Jeremy Constantin, Andreas Burg, Ivan Miro Panades, Edith Beigné, Fabien Clermidy, Fady Abouzeid, Philippe Flatresse, Luca Benini:
193 MOPS/mW @ 162 MOPS, 0.32V to 1.15V voltage range multi-core accelerator for energy efficient parallel and sequential digital processing. COOL Chips 2016: 1-3
[c507]
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Ali Pahlevan, Javier Picorel, Arash Pourhabibi Zarandi, Davide Rossi, Marina Zapater, Andrea Bartolini, Pablo García Del Valle, David Atienza, Luca Benini, Babak Falsafi:
Towards near-threshold server processors. DATE 2016: 7-12
[c506]
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Andres Gomez, Lukas Sigrist, Michele Magno, Luca Benini, Lothar Thiele:
Dynamic energy burst scaling for transiently powered systems. DATE 2016: 349-354
[c505]
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Dinko Oletic, Vedran Bilas, Michele Magno, Norbert Felber, Luca Benini:
Low-power multichannel spectro-temporal feature extraction circuit for audio pattern wake-up. DATE 2016: 355-360
[c504]
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Rosario Beccari, Luca Benini, João Bispo, Radim Cmar, João M. P. Cardoso, Carlo Cavazzoni, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Pedro Pinto, Erven Rohou, Nico Sanna, Katerina Slaninová:
Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach. DATE 2016: 708-713
[c503]
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Daniele Bortolotti, Bojan Milosevic, Andrea Bartolini, Elisabetta Farella, Luca Benini:
Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor. DATE 2016: 732-737
[c502]
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Francesco Conti, Daniele Palossi, Andrea Marongiu, Davide Rossi, Luca Benini:
Enabling the heterogeneous accelerator model on ultra-low power microcontroller platforms. DATE 2016: 1201-1206
[c501]
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Daniele Cesarini, Andrea Marongiu, Luca Benini:
An optimized task-based runtime system for resource-constrained parallel accelerators. DATE 2016: 1261-1266
[c500]
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Youri Popoff, Florian Scheidegger, Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini:
High-efficiency logarithmic number unit design based on an improved cotransformation scheme. DATE 2016: 1387-1392
[c499]
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Kyungsu Kang, Sangho Park, Jong-Bae Lee, Luca Benini, Giovanni De Micheli:
A power-efficient 3-D on-chip interconnect for multi-core accelerators with stacked L2 cache. DATE 2016: 1465-1468
[c498]
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Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini:
A Low Latency and Energy Efficient Communication Architecture for Heterogeneous Long-Short Range Communication. DSD 2016: 200-206
[c497]
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Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano:
DARDIS: Distributed And Randomized DIspatching and Scheduling. ECAI 2016: 1598-1599
[c496]
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Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini:
Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager. ECCV Workshops (1) 2016: 589-602
[c495]
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Marco Crescentini, Michele Biondi, Marco Bennati, P. Alberti, Giulia Luciani, Cinzia Tamburini, Matteo Pizzotti, Aldo Romani, Marco Tartagni, David E. Bellasi, Davide Rossi, Luca Benini, Marco Marchesi, Domenico Cristaudo, Roberto Canegallo:
A 2 MS/s 10A Hall current sensor SoC with digital compressive sensing encoder in 0.16 µm BCD. ESSCIRC 2016: 393-396
[c494]
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Andreas Kurth, Andreas Tretter, Pascal A. Hager, Sergio J. Sanabria, Orçun Göksel, Lothar Thiele, Luca Benini:
Mobile Ultrasound Imaging on Heterogeneous Multi-Core Platforms. ESTIMedia 2016: 9-18
[c493]
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Francesco Paci, Davide Brunelli, Luca Benini:
Lightweight IO Virtualization On MPU Enabled Microcontrollers. EWiLi 2016
[c492]
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  - conf/globecom/AoudiaMGBB16
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Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini:
Analytical and Experimental Evaluation of Wake-Up Receivers Based Protocols. GLOBECOM 2016: 1-7
[c491]
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Pietro Mercati, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing:
VarDroid: Online Variability Emulation in Android/Linux Platforms. ACM Great Lakes Symposium on VLSI 2016: 269-274
[c490]
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Giuseppe Tagliavini, Andrea Marongiu, Davide Rossi, Luca Benini:
Always-on motion detection with application-level error control on a near-threshold approximate computing platform. ICECS 2016: 552-555
[c489]
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Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey:
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition. ICRC 2016: 1-8
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Roberto Diversi, Andrea Bartolini, Francesco Beneventi, Luca Benini:
Thermal model identification of supercomputing nodes in production environment. IECON 2016: 4838-4844
[c487]
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  - conf/ieeehpcs/BeneventiBCB16
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Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, Luca Benini:
Cooling-aware node-level task allocation for next-generation green HPC systems. HPCS 2016: 690-696
[c486]
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  - conf/ieeehpcs/LibriBMB16
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Antonio Libri, Andrea Bartolini, Michele Magno, Luca Benini:
Evaluation of synchronization protocols for fine-grain HPC sensor data time-stamping and collection. HPCS 2016: 818-825
[c485]
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  - conf/ieeesensors/VillaniBBB16
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Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini:
A contactless three-phase autonomous power meter. IEEE SENSORS 2016: 1-3
[c484]
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Fayçal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini:
Poster Abstract: Wake-Up Receivers for Energy Efficient and Low Latency Communication. IPSN 2016: 53:1-53:2
[c483]
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Mario Paoli, Dora Spenza, Chiara Petrioli, Michele Magno, Luca Benini:
Poster Abstract: MagoNode++ - A Wake-Up-Radio-Enabled Wireless Sensor Mote for Energy-Neutral Applications. IPSN 2016: 57:1-57:2
[c482]
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Tommaso Polonelli, Michele Magno, Luca Benini:
Poster Abstract: An Ultra-Low Power Wake up Radio with Addressing and Retransmission Capabilities for Advanced Energy Efficient MAC Protocols. IPSN 2016: 67:1-67:2
[c481]
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Lorenzo Spadaro, Michele Magno, Luca Benini:
Poster Abstract: KinetiSee - A Perpetual Wearable Camera Acquisition System with a Kinetic Harvester. IPSN 2016: 68:1-68:2
[c480]
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Manuele Rusci, Davide Rossi, Michela Lecca, Massimo Gottardi, Luca Benini, Elisabetta Farella:
Energy-efficient design of an always-on smart visual trigger. ISC2 2016: 1-6
[c479]
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Michele Magno, Giovanni A. Salvatore, Severin Mutter, Waleed Farrukh, Gerhard Tröster, Luca Benini:
Autonomous smartwatch with flexible sensors for accurate and continuous mapping of skin temperature. ISCAS 2016: 337-340
[c478]
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Antonio Pullini, Francesco Conti, Davide Rossi, Igor Loi, Michael Gautschi, Luca Benini:
A heterogeneous multi-core system-on-chip for energy efficient brain inspired vision. ISCAS 2016: 2910
[c477]
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  - conf/isscc/GautschiSGB16
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Michael Gautschi, Michael Schaffner, Frank K. Gürkaynak, Luca Benini:
4.6 A 65nm CMOS 6.4-to-29.2pJ/FLOP@0.8V shared logarithmic floating point unit for acceleration of nonlinear function kernels in a tightly coupled processor cluster. ISSCC 2016: 82-83
[c476]
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Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
YodaNN: An Ultra-Low Power Convolutional Neural Network Accelerator Based on Binary Weights. ISVLSI 2016: 236-241
[c475]
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  - conf/reconfig/MeloniD0LRB16
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Paolo Meloni, Gianfranco Deriu, Francesco Conti, Igor Loi, Luigi Raffo, Luca Benini:
A high-efficiency runtime reconfigurable IP for CNN acceleration on a mid-range all-programmable SoC. ReConFig 2016: 1-8
[c474]
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  - conf/scube/AoudiaGMBB16
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Fayçal Ait Aoudia, Matthieu Gautier, Michele Magno, Olivier Berder, Luca Benini:
SNW-MAC: An Asynchronous Protocol Leveraging Wake-Up Receivers for Data Gathering in Star Networks. S-CUBE 2016: 3-14
[c473]
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Antonio Pullini, Stefan Mach, Michele Magno, Luca Benini:
A Dual Processor Energy-Efficient Platform with Multi-core Accelerator for Smart Sensing. S-CUBE 2016: 29-40
[c472]
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  - conf/scube/MagnoDPSB16
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Michele Magno, Angelo D'Aloia, Tommaso Polonelli, Lorenzo Spadaro, Luca Benini:
SHelmet: An Intelligent Self-sustaining Multi Sensors Smart Helmet for Bikers. S-CUBE 2016: 55-67
[c471]
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Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Predictive Modeling for Job Power Consumption in HPC Systems. ISC 2016: 181-199
[c470]
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  - conf/wisnet/PreteMCMB16
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Massimo Del Prete, Diego Masotti, Alessandra Costanzo, Michele Magno, Luca Benini:
A dual-band wake-up radio for ultra-low power Wireless Sensor Networks. WiSNet 2016: 81-84
[i11]
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Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini:
YodaNN: An Ultra-Low Power Convolutional Neural Network Accelerator Based on Binary Weights. CoRR abs/1606.05487 (2016)
[i10]
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Michael Gautschi, Pasquale Davide Schiavone, Andreas Traber, Igor Loi, Antonio Pullini, Davide Rossi, Eric Flamand, Frank K. Gürkaynak, Luca Benini:
A near-threshold RISC-V core with DSP extensions for scalable IoT Endpoint Devices. CoRR abs/1608.08376 (2016)
[i9]
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Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini:
Deep Structured Features for Semantic Segmentation. CoRR abs/1609.07916 (2016)
[i8]
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Lukas Cavigelli, Dominic Bernath, Michele Magno, Luca Benini:
Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks. CoRR abs/1611.03130 (2016)
[i7]
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Lukas Cavigelli, Pascal Hager, Luca Benini:
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression. CoRR abs/1611.07233 (2016)
[i6]
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Francesco Conti, Robert Schilling, Pasquale Davide Schiavone, Antonio Pullini, Davide Rossi, Frank Kagan Gürkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini:
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics. CoRR abs/1612.05974 (2016)
2015
[j187]
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Domenico Balsamo, Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi, Davide Brunelli, Luca Benini:
Hibernus: Sustaining Computation During Intermittent Supply for Energy-Harvesting Systems. IEEE Embed. Syst. Lett. 7(1): 15-18 (2015)
[j186]
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MohammadSadegh Sadri, Andrea Bartolini, Luca Benini:
Temperature variation aware multi-scale delay, power and thermal analysis at RT and gate level. Integr. 49: 35-48 (2015)
[j185]
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  - journals/sensors/MilosevicCFBB15
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Bojan Milosevic, Carlo Caione, Elisabetta Farella, Davide Brunelli, Luca Benini:
Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis. Sensors 15(3): 5058-5080 (2015)
[j184]
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  - journals/taco/LotfiRBG15
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Atieh Lotfi, Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Aging-Aware Compilation for GP-GPUs. ACM Trans. Archit. Code Optim. 12(2): 24:1-24:20 (2015)
[j183]
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Simone Benatti, Filippo Casamassima, Bojan Milosevic, Elisabetta Farella, Philipp Schoenle, Schekeb Fateh, Thomas Burger, Qiuting Huang, Luca Benini:
A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition. IEEE Trans. Biomed. Circuits Syst. 9(5): 620-630 (2015)
[j182]
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  - journals/tc/DehyadegariMKMY15
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Masoud Dehyadegari, Andrea Marongiu, Mohammad Reza Kakoee, Siamak Mohammadi, Nasser Yazdani, Luca Benini:
Architecture Support for Tightly-Coupled Multi-Core Clusters with Shared-Memory HW Accelerators. IEEE Trans. Computers 64(8): 2132-2144 (2015)
[j181]
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  - journals/tcas/BellasiRBS15
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David E. Bellasi, Riccardo Rovatti, Luca Benini, Gianluca Setti:
A Low-Power Architecture for Punctured Compressed Sensing and Estimation in Wireless Sensor-Nodes. IEEE Trans. Circuits Syst. I Regul. Pap. 62-I(5): 1296-1305 (2015)
[j180]
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Schekeb Fateh, Philipp Schoenle, Luca Bettini, Giovanni Rovere, Luca Benini, Qiuting Huang:
A Reconfigurable 5-to-14 bit SAR ADC for Battery-Powered Medical Instrumentation. IEEE Trans. Circuits Syst. I Regul. Pap. 62-I(11): 2685-2694 (2015)
[j179]
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David E. Bellasi, Luca Benini:
Energy-Efficiency Analysis of Analog and Digital Compressive Sensing in Wireless Sensors. IEEE Trans. Circuits Syst. I Regul. Pap. 62-I(11): 2718-2729 (2015)
[j178]
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  - journals/tecs/TilliBCB15
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Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini:
Guaranteed Computational Resprinting via Model-Predictive Control. ACM Trans. Embed. Comput. Syst. 14(3): 48:1-48:26 (2015)
[j177]
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  - journals/tecs/PalossiRB15
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Daniele Palossi, Martino Ruggiero, Luca Benini:
3D CV Descriptor on Parallel Heterogeneous Platforms. ACM Trans. Embed. Comput. Syst. 14(4): 73:1-73:25 (2015)
[j176]
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Andrea Marongiu, Alessandro Capotondi, Giuseppe Tagliavini, Luca Benini:
Simplifying Many-Core-Based Heterogeneous SoC Programming With Offload Directives. IEEE Trans. Ind. Informatics 11(4): 957-967 (2015)
[j175]
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Shivani Raghav, Martino Ruggiero, Andrea Marongiu, Christian Pinto, David Atienza, Luca Benini:
GPU Acceleration for Simulating Massively Parallel Many-Core Platforms. IEEE Trans. Parallel Distributed Syst. 26(5): 1336-1349 (2015)
[j174]
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Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini:
A Modular Shared L2 Memory Design for 3-D Integration. IEEE Trans. Very Large Scale Integr. Syst. 23(8): 1485-1498 (2015)
[j173]
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  - journals/tvlsi/KangBM15
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Kyungsu Kang, Luca Benini, Giovanni De Micheli:
Cost-Effective Design of Mesh-of-Tree Interconnect for Multicore Clusters With 3-D Stacked L2 Scratchpad Memory. IEEE Trans. Very Large Scale Integr. Syst. 23(9): 1828-1841 (2015)
[c469]
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Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano:
A CP Scheduler for High-Performance Computers. DC@AI*IA 2015: 37-42
[c468]
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  - conf/applepies/BrunelliGB15
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Davide Brunelli, Gianluca Gallo, Luca Benini:
Sensormind: Virtual Sensing and Complex Event Detection for Internet of Things. ApplePies 2015: 75-83
[c467]
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  - conf/applepies/MagnoPB15
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Michele Magno, Tommaso Polonelli, Luca Benini:
A Smart LED Light Control System for Environmentally Friendly Buildings. ApplePies 2015: 181-189
[c466]
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  - conf/aspdac/TemanRMBB15
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Adam Teman, Davide Rossi, Pascal Andreas Meinerzhagen, Luca Benini, Andreas Peter Burg:
Controlled placement of standard cell memory arrays for high density and low power in 28nm FD-SOI. ASP-DAC 2015: 81-86
[c465]
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  - conf/biostec/BenattiMTFSBRFH15
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Simone Benatti, Bojan Milosevic, Marco Tomasini, Elisabetta Farella, Philipp Schoenle, Petrit Bunjaku, Giovanni Rovere, Schekeb Fateh, Qiuting Huang, Luca Benini:
Multiple Biopotentials Acquisition System for Wearable Applications. BIODEVICES 2015: 260-268
[c464]
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  - conf/cf/LoiRHGB15
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Igor Loi, Davide Rossi, Germain Haugou, Michael Gautschi, Luca Benini:
Exploring multi-banked shared-L1 program cache on ultra-low power, tightly coupled processor clusters. Conf. Computing Frontiers 2015: 64:1-64:8
[c463]
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Alessandro Capotondi, Germain Haugou, Andrea Marongiu, Luca Benini:
Runtime Support for Multiple Offload-Based Programming Models on Embedded Manycore Accelerators. COSMIC@CGO 2015: 4:1-4:10
[c462]
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Pirmin Vogel, Andrea Marongiu, Luca Benini:
An Evaluation of Memory Sharing Performance for Heterogeneous Embedded SoCs with Many-Core Accelerators. COSMIC@CGO 2015: 6:1-6:9
[c461]
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Pirmin Vogel, Andrea Marongiu, Luca Benini:
Lightweight virtual memory support for many-core accelerators in heterogeneous embedded SoCs. CODES+ISSS 2015: 45-54
[c460]
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  - conf/cp/BorghesiCLMB15
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Andrea Borghesi, Francesca Collina, Michele Lombardi, Michela Milano, Luca Benini:
Power Capping in High Performance Computing Systems. CP 2015: 524-540
[c459]
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  - conf/cse/SilvanoABBBCCCM15
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Cristina Silvano, Giovanni Agosta, Andrea Bartolini, Andrea Beccari, Luca Benini, João M. P. Cardoso, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Gianluca Palermo, Martin Palkovic, Erven Rohou, Nico Sanna, Katerina Slaninová:
ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems. CSE 2015: 343-346
[c458]
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Lukas Cavigelli, Michele Magno, Luca Benini:
Accelerating real-time embedded scene labeling with convolutional networks. DAC 2015: 108:1-108:6
[c457]
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Abbas Rahimi, Daniele Cesarini, Andrea Marongiu, Rajesh K. Gupta, Luca Benini:
Task scheduling strategies to mitigate hardware variability in embedded shared memory clusters. DAC 2015: 152:1-152:6
[c456]
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Andres Gomez, Christian Pinto, Andrea Bartolini, Davide Rossi, Luca Benini, Hamed Fatemi, José Pineda de Gyvez:
Reducing energy consumption in microcontroller-based platforms with low design margin co-processors. DATE 2015: 269-272
[c455]
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Francesco Conti, Luca Benini:
A ultra-low-energy convolution engine for fast brain-inspired vision in multicore clusters. DATE 2015: 683-688
[c454]
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Michael Schaffner, Frank K. Gürkaynak, Aljoscha Smolic, Luca Benini:
DRAM or no-DRAM?: exploring linear solver architectures for image domain warping in 28 nm CMOS. DATE 2015: 707-712
[c453]
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  - conf/date/AzarkhishRLB15
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Erfan Azarkhish, Davide Rossi, Igor Loi, Luca Benini:
High performance AXI-4.0 based interconnect for extensible smart memory cubes. DATE 2015: 1317-1322
[c452]
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  - conf/date/ConficoniBTTB15
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Christian Conficoni, Andrea Bartolini, Andrea Tilli, Giampietro Tecchiolli, Luca Benini:
Energy-aware cooling for hot-water cooled supercomputers. DATE 2015: 1353-1358
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Leonardo Guardati, Filippo Casamassima, Elisabetta Farella, Luca Benini:
Paper, pen and ink: an innovative system and software framework to assist writing rehabilitation. DATE 2015: 1473-1478
[c450]
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Abbas Rahimi, Amirali Ghofrani, Kwang-Ting Cheng, Luca Benini, Rajesh K. Gupta:
Approximate associative memristive memory for energy-efficient GPUs. DATE 2015: 1497-1502
[c449]
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Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
An ultra-low power dual-mode ECG monitor for healthcare and wellness. DATE 2015: 1611-1616
[c448]
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  - conf/date/IbrahimHBAABM15
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Aya Ibrahim, Pascal Hager, Andrea Bartolini, Federico Angiolini, Marcel Arditi, Luca Benini, Giovanni De Micheli:
Tackling the bottleneck of delay tables in 3D ultrasound imaging. DATE 2015: 1683-1688
[c447]
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  - conf/embc/TomasiniBCMFFB15
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Marco Tomasini, Simone Benatti, Filippo Casamassima, Bojan Milosevic, Schekeb Fateh, Elisabetta Farella, Luca Benini:
Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform. EMBC 2015: 3189-3192
[c446]
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Filippo Casamassima, Michele Magno, Elisabetta Farella, Luca Benini:
Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks. EUC 2015: 76-82
[c445]
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Andres Gomez, Michele Magno, Xin Wen, Luca Benini:
Extending Body Sensor Nodes' Lifetime Using a Wearable Wake-up Radio. FABULOUS 2015: 108-117
[c444]
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Dimitra Papagiannopoulou, Andrea Marongiu, Tali Moreshet, Luca Benini, Maurice Herlihy, R. Iris Bahar:
Playing with Fire: Transactional Memory Revisited for Error-Resilient and Energy-Efficient MPSoC Execution. ACM Great Lakes Symposium on VLSI 2015: 9-14
[c443]
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Lukas Cavigelli, David Gschwend, Christoph Mayer, Samuel Willi, Beat Muheim, Luca Benini:
Origami: A Convolutional Network Accelerator. ACM Great Lakes Symposium on VLSI 2015: 199-204
[c442]
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  - conf/hotchips/Rossi0MPLGTCFB15
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Davide Rossi, Francesco Conti, Andrea Marongiu, Antonio Pullini, Igor Loi, Michael Gautschi, Giuseppe Tagliavini, Alessandro Capotondi, Philippe Flatresse, Luca Benini:
PULP: A parallel ultra low power platform for next generation IoT applications. Hot Chips Symposium 2015: 1-39
[c441]
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Nandhini Chandramoorthy, Giuseppe Tagliavini, Kevin M. Irick, Antonio Pullini, Siddharth Advani, Sulaiman Al Habsi, Matthew Cotter, John Sampson, Vijaykrishnan Narayanan, Luca Benini:
Exploring architectural heterogeneity in intelligent vision systems. HPCA 2015: 1-12
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Matteo Rossi, Simone Benatti, Elisabetta Farella, Luca Benini:
Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics. ICIT 2015: 1700-1705
[c439]
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Dora Spenza, Michele Magno, Stefano Basagni, Luca Benini, Mario Paoli, Chiara Petrioli:
Beyond duty cycling: Wake-up radio with selective awakenings for long-lived wireless sensing systems. INFOCOM 2015: 522-530
[c438]
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Michele Magno, Lukas Cavigelli, Renzo Andri, Luca Benini:
Ultra-Low Power Context Recognition Fusing Sensor Data from an Energy-Neutral Smart Watch. IoT 360 (2) 2015: 331-343
[c437]
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Luca Benini, Renu Mehra, Mauro Olivieri:
Message from the general chairs. ISLPED 2015: 1-2
[c436]
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Woo-Seok Choi, Guanghua Shu, Mrunmay Talegaonkar, Yubo Liu, Da Wei, Luca Benini, Pavan Kumar Hanumolu:
3.8 A 0.45-to-0.7V 1-to-6Gb/S 0.29-to-0.58pJ/b source-synchronous transceiver using automatic phase calibration in 65nm CMOS. ISSCC 2015: 1-3
[c435]
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Giuseppe Tagliavini, Davide Rossi, Luca Benini, Andrea Marongiu:
Synergistic Architecture and Programming Model Support for Approximate Micropower Computing. ISVLSI 2015: 280-285
[c434]
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Vana Jelicic, Michele Magno, Kiran Chikkadi, Cosmin Roman, Christofer Hierold, Vedran Bilas, Luca Benini:
Towards Internet of Things for event-driven low-power gas sensing using carbon nanotubes. IWASI 2015: 271-276
[c433]
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Daniele Bortolotti, Andrea Bartolini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Energy-Aware Bio-signal Compressed Sensing Reconstruction: FOCUSS on the WBSN-Gateway. MCSoC 2015: 120-126
[c432]
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Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini:
ADRENALINE: An OpenVX Environment to Optimize Embedded Vision Applications on Many-core Accelerators. MCSoC 2015: 289-296
[c431]
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Alessandro Capotondi, Andrea Marongiu, Luca Benini:
Enabling Scalable and Fine-Grained Nested Parallelism on Embedded Many-cores. MCSoC 2015: 297-304
[c430]
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  - conf/mobisys/NehaniBMSB15
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Jetmir Nehani, Davide Brunelli, Michele Magno, Lukas Sigrist, Luca Benini:
An Energy Neutral Wearable Camera with EPD Display. WearSys@MobiSys 2015: 1-6
[c429]
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  - conf/norchip/MangiaBBPBRS15
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Mauro Mangia, Daniele Bortolotti, Andrea Bartolini, Fabio Pareschi, Luca Benini, Riccardo Rovatti, Gianluca Setti:
Long-Term ECG monitoring with zeroing Compressed Sensing approach. NORCAS 2015: 1-4
[c428]
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  - conf/robio/MeattiniBSBM15
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Roberto Meattini, Simone Benatti, Umberto Scarcia, Luca Benini, Claudio Melchiorri:
Experimental evaluation of a sEMG-based human-robot interface for human-like grasping tasks. ROBIO 2015: 1030-1035
[c427]
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Domenico Balsamo, Gianluca Gallo, Davide Brunelli, Luca Benini:
Non-intrusive Zigbee power meter for load monitoring in smart buildings. SAS 2015: 1-6
[c426]
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  - conf/sas2/GomezLMB15
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Andres Gomez, Marie Francine Lagadec, Michele Magno, Luca Benini:
Self-powered wireless sensor nodes for monitoring radioactivity in contaminated areas using unmanned aerial vehicles. SAS 2015: 1-6
[c425]
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  - conf/scopes/TagliaviniHMB15
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Giuseppe Tagliavini, Germain Haugou, Andrea Marongiu, Luca Benini:
A framework for optimizing OpenVX applications performance on embedded manycore accelerators. SCOPES 2015: 125-128
[c424]
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  - conf/vcip/SchaffnerGKBS15
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Michael Schaffner, Frank K. Gürkaynak, Hubert Kaeslin, Luca Benini, Aljosa Smolic:
Automatic multiview synthesis - Towards a mobile system on a chip. VCIP 2015: 1-4
[c423]
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Michael Schaffner, Frank K. Gürkaynak, Hubert Kaeslin, Luca Benini, Aljosa Smolic:
Automatic multiview synthesis - Prototype demo. VCIP 2015: 1
[c422]
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  - conf/vlsi/GautschiTPBSFBA15
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Michael Gautschi, Andreas Traber, Antonio Pullini, Luca Benini, Michele Scandale, Alessandro Di Federico, Michele Beretta, Giovanni Agosta:
Tailoring instruction-set extensions for an ultra-low power tightly-coupled cluster of OpenRISC cores. VLSI-SoC 2015: 25-30
[c421]
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  - conf/wimob/PreteMCMB15
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Massimo Del Prete, Diego Masotti, Alessandra Costanzo, Michele Magno, Luca Benini:
A 2.4 GHz-868 MHz dual-band wake-up radio for wireless sensor network and IoT. WiMob 2015: 322-328
[i5]
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Lukas Cavigelli, David Gschwend, Christoph Mayer, Samuel Willi, Beat Muheim, Luca Benini:
Origami: A Convolutional Network Accelerator. CoRR abs/1512.04295 (2015)
2014
[j172]
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  - journals/ai/BonfiettiLBM14
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Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano:
CROSS cyclic resource-constrained scheduling solver. Artif. Intell. 206: 25-52 (2014)
[j171]
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  - journals/esticas/RahimiCMGB14
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Abbas Rahimi, Daniele Cesarini, Andrea Marongiu, Rajesh K. Gupta, Luca Benini:
Improving Resilience to Timing Errors by Exposing Variability Effects to Software in Tightly-Coupled Processor Clusters. IEEE J. Emerg. Sel. Topics Circuits Syst. 4(2): 216-229 (2014)
[j170]
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Domenico Balsamo, Davide Brunelli, Giacomo Paci, Luca Benini:
Sleep power minimisation using adaptive duty-cycling of DC-DC converters in state-retentive systems. IET Circuits Devices Syst. 8(6): 478-486 (2014)
[j169]
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Andrea Bartolini, Can Hankendi, Ayse Kivilcim Coskun, Luca Benini:
Message Passing-Aware Power Management on Many-Core Systems. J. Low Power Electron. 10(4): 531-549 (2014)
[j168]
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  - journals/mam/BortolottiBB14
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Daniele Bortolotti, Andrea Bartolini, Luca Benini:
An ultra-low power resilient multi-core architecture with static and dynamic tolerance to ambient temperature-induced variability. Microprocess. Microsystems 38(8): 776-787 (2014)
[j167]
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Michele Magno, Christian Spagnol, Luca Benini, Emanuel M. Popovici:
A low power wireless node for contact and contactless heart monitoring. Microelectron. J. 45(12): 1656-1664 (2014)
[j166]
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  - journals/mj/PorcarelliBB14
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Danilo Porcarelli, Davide Brunelli, Luca Benini:
Clamp-and-Forget: A self-sustainable non-invasive wireless sensor node for smart metering applications. Microelectron. J. 45(12): 1671-1678 (2014)
[j165]
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  - journals/tc/KakoeeBB14
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Mohammad Reza Kakoee, Valeria Bertacco, Luca Benini:
At-Speed Distributed Functional Testing to Detect Logic and Delay Faults in NoCs. IEEE Trans. Computers 63(3): 703-717 (2014)
[j164]
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  - journals/tc/BeneventiBTB14
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Francesco Beneventi, Andrea Bartolini, Andrea Tilli, Luca Benini:
An Effective Gray-Box Identification Procedure for Multicore Thermal Modeling. IEEE Trans. Computers 63(5): 1097-1110 (2014)
[j163]
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Application-Adaptive Guardbanding to Mitigate Static and Dynamic Variability. IEEE Trans. Computers 63(9): 2160-2173 (2014)
[j162]
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  - journals/tcas/DiversiTBBB14
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Roberto Diversi, Andrea Tilli, Andrea Bartolini, Francesco Beneventi, Luca Benini:
Bias-Compensated Least Squares Identification of Distributed Thermal Models for Many-Core Systems-on-Chip. IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(9): 2663-2676 (2014)
[j161]
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  - journals/tie/MagnoBBOPB14
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Michele Magno, David Boyle, Davide Brunelli, Brendan O'Flynn, Emanuel M. Popovici, Luca Benini:
Extended Wireless Monitoring Through Intelligent Hybrid Energy Supply. IEEE Trans. Ind. Electron. 61(4): 1871-1881 (2014)
[j160]
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  - journals/tii/CaioneBB14
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Carlo Caione, Davide Brunelli, Luca Benini:
Compressive Sensing Optimization for Signal Ensembles in WSNs. IEEE Trans. Ind. Informatics 10(1): 382-392 (2014)
[j159]
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Michele Magno, David Boyle, Davide Brunelli, Emanuel M. Popovici, Luca Benini:
Ensuring Survivability of Resource-Intensive Sensor Networks Through Ultra-Low Power Overlays. IEEE Trans. Ind. Informatics 10(2): 946-956 (2014)
[j158]
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  - journals/vlsisp/PintoB14
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Christian Pinto, Luca Benini:
A Novel Object-Oriented Software Cache for Scratchpad-Based Multi-Core Clusters. J. Signal Process. Syst. 77(1-2): 77-93 (2014)
[c420]
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Michael Gautschi, Michael Muehlberghuber, Andreas Traber, Sven Stucki, Matthias Baer, Renzo Andri, Luca Benini, Beat Muheim, Hubert Kaeslin:
SIR10US: A tightly coupled elliptic-curve cryptography co-processor for the OpenRISC. ASAP 2014: 25-29
[c419]
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Francesco Conti, Chuck Pilkington, Andrea Marongiu, Luca Benini:
He-P2012: Architectural heterogeneity exploration on a scalable many-core platform. ASAP 2014: 114-120
[c418]
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Christian Pinto, Luca Benini:
Exploring DMA-assisted prefetching strategies for software caches on multicore clusters. ASAP 2014: 224-231
[c417]
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Simone Benatti, Bojan Milosevic, Filippo Casamassima, Philipp Schönle, Petrit Bunjaku, Schekeb Fateh, Qiuting Huang, Luca Benini:
EMG-based hand gesture recognition with flexible analog front end. BioCAS 2014: 57-60
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Pascal Alexander Hager, Pirmin Vogel, Andrea Bartolini, Luca Benini:
Assessing the area/power/performance tradeoffs for an integrated fully-digital, large-scale 3D-ultrasound beamformer. BioCAS 2014: 228-231
[c415]
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Simone Benatti, Elisabetta Farella, Emanuele Gruppioni, Luca Benini:
Analysis of Robust Implementation of an EMG Pattern Recognition based Control. BIOSIGNALS 2014: 45-54
[c414]
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Davide Rossi, Igor Loi, Germain Haugou, Luca Benini:
Ultra-low-latency lightweight DMA for tightly coupled multi-core clusters. Conf. Computing Frontiers 2014: 15:1-15:10
[c413]
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Giuseppe Tagliavini, Germain Haugou, Luca Benini:
Supporting localized OpenVX kernel execution for efficient computer vision application development on STHORM many-core platform. Conf. Computing Frontiers 2014: 23:1-23:2
[c412]
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Francesco Conti, Antonio Pullini, Luca Benini:
Brain-Inspired Classroom Occupancy Monitoring on a Low-Power Mobile Platform. CVPR Workshops 2014: 624-629
[c411]
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Lorenzo Baraldi, Francesco Paci, Giuseppe Serra, Luca Benini, Rita Cucchiara:
Gesture Recognition in Ego-centric Videos Using Dense Trajectories and Hand Segmentation. CVPR Workshops 2014: 702-707
[c410]
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Michael Schaffner, Frank K. Gürkaynak, Aljoscha Smolic, Hubert Kaeslin, Luca Benini:
An Approximate Computing Technique for Reducing the Complexity of a Direct-Solver for Sparse Linear Systems in Real-Time Video Processing. DAC 2014: 132:1-132:6
[c409]
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Abbas Rahimi, Amirali Ghofrani, Miguel Angel Lastras-Montaño, Kwang-Ting Cheng, Luca Benini, Rajesh K. Gupta:
Energy-Efficient GPGPU Architectures via Collaborative Compilation and Memristive Memory-Based Computing. DAC 2014: 195:1-195:6
[c408]
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Daniele Bortolotti, Mauro Mangia, Andrea Bartolini, Riccardo Rovatti, Gianluca Setti, Luca Benini:
Rakeness-based compressed sensing on ultra-low power multi-core biomedicai processors. DASIP 2014: 1-8
[c407]
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Francesco Paci, Davide Brunelli, Luca Benini:
0, 1, 2, many - A classroom occupancy monitoring system for smart public buildings. DASIP 2014: 1-6
[c406]
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Giuseppe Tagliavini, Germain Haugou, Luca Benini:
Optimizing memory bandwidth in OpenVX graph execution on embedded many-core accelerators. DASIP 2014: 1-8
[c405]
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Andrea Bartolini, Matteo Cacciari, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini:
Unveiling Eurora - Thermal and power characterization of the most energy-efficient supercomputer in the world. DATE 2014: 1-6
[c404]
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Francesco Beneventi, Andrea Bartolini, Pascal Vivet, Denis Dutoit, Luca Benini:
Thermal analysis and model identification techniques for a logic + WIDEIO stacked DRAM test chip. DATE 2014: 1-4
[c403]
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Daniele Bortolotti, Andrea Bartolini, Christian Weis, Davide Rossi, Luca Benini:
Hybrid memory architecture for voltage scaling in ultra-low power multi-core biomedical processors. DATE 2014: 1-6
[c402]
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Paolo Burgio, Robin Danilo, Andrea Marongiu, Philippe Coussy, Luca Benini:
A tightly-coupled hardware controller to improve scalability and programmability of shared-memory heterogeneous clusters. DATE 2014: 1-4
[c401]
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Paolo Burgio, Giuseppe Tagliavini, Francesco Conti, Andrea Marongiu, Luca Benini:
Tightly-coupled hardware support to dynamic parallelism acceleration in embedded shared memory clusters. DATE 2014: 1-6
[c400]
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Filippo Casamassima, Elisabetta Farella, Luca Benini:
Context aware power management for motion-sensing body area network nodes. DATE 2014: 1-6
[c399]
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  - conf/date/LoiB14
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Igor Loi, Luca Benini:
A multi banked - Multi ported - Non blocking shared L2 cache for MPSoC platforms. DATE 2014: 1-6
[c398]
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  - conf/date/MercatiBPRB14
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Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
A Linux-governor based Dynamic Reliability Manager for android mobile devices. DATE 2014: 1-4
[c397]
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  - conf/date/RahimiBG14
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Temporal memoization for energy-efficient timing error recovery in GPGPUs. DATE 2014: 1-6
[c396]
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MohammadSadegh Sadri, Matthias Jung, Christian Weis, Norbert Wehn, Luca Benini:
Energy optimization in 3D MPSoCs with Wide-I/O DRAM using temperature variation aware bank-wise refresh. DATE 2014: 1-4
[c395]
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Paolo Burgio, Andrea Marongiu, Philippe Coussy, Luca Benini:
A HLS-Based Toolflow to Design Next-Generation Heterogeneous Many-Core Platforms with Shared Memory. EUC 2014: 130-137
[c394]
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Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing:
An On-line Reliability Emulation Framework. EUC 2014: 334-339
[c393]
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Michael Gautschi, Davide Rossi, Luca Benini:
Customizing an open source processor to fit in an ultra-low power cluster with a shared L1 memory. ACM Great Lakes Symposium on VLSI 2014: 87-88
[c392]
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Pirmin Vogel, Andrea Bartolini, Luca Benini:
Efficient parallel beamforming for 3D ultrasound imaging. ACM Great Lakes Symposium on VLSI 2014: 175-180
[c391]
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  - conf/glvlsi/ContiPMB14
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Francesco Conti, Chuck Pilkington, Andrea Marongiu, Luca Benini:
He-P2012: architectural heterogeneity exploration on a scalable many-core platform. ACM Great Lakes Symposium on VLSI 2014: 231-232
[c390]
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  - conf/green/MagnoPBB14
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Michele Magno, Danilo Porcarelli, Davide Brunelli, Luca Benini:
InfiniTime: A multi-sensor energy neutral wearable bracelet. IGCC 2014: 1-8
[c389]
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  - conf/hpcs/RudiBLB14
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Andrea Rudi, Andrea Bartolini, Andrea Lodi, Luca Benini:
Optimum: Thermal-aware task allocation for heterogeneous many-core devices. HPCS 2014: 82-87
[c388]
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Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
Dynamic variability management in mobile multicore processors under lifetime constraints. ICCD 2014: 448-455
[c387]
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  - conf/iccel/KamalinejadKMML14
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Pouya Kamalinejad, Kamyar Keikhosravy, Michele Magno, Shahriar Mirabbasi, Victor C. M. Leung, Luca Benini:
A high-sensitivity fully passive wake-up radio front-end for wireless sensor nodes. ICCE 2014: 209-210
[c386]
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  - conf/isca/PintoMB14
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Christian Pinto, Andrea Marongiu, Luca Benini:
A Virtualization Framework for IOMMU-less Many-Core Accelerators. MES 2014: 33-40
[c385]
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  - conf/iscas/BellasiRBS14
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David E. Bellasi, Riccardo Rovatti, Luca Benini, Gianluca Setti:
An architecture for low-power compressed sensing and estimation in wireless sensor nodes. ISCAS 2014: 1732-1735
[c384]
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  - conf/islped/BortolottiMBASAVB14
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Daniele Bortolotti, Hossein Mamaghanian, Andrea Bartolini, Maryam Ashouei, Jan Stuijt, David Atienza, Pierre Vandergheynst, Luca Benini:
Approximate compressed sensing: ultra-low power biosignal processing via aggressive voltage scaling on a hybrid memory multi-core processor. ISLPED 2014: 45-50
[c383]
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  - conf/islped/FraternaliBCTB14
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Francesco Fraternali, Andrea Bartolini, Carlo Cavazzoni, Giampietro Tecchiolli, Luca Benini:
Quantifying the impact of variability on the energy efficiency for a next-generation ultra-green supercomputer. ISLPED 2014: 295-298
[c382]
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  - conf/iswc/BenattiBF14
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Simone Benatti, Luca Benini, Elisabetta Farella:
Towards EMG control interface for smart garments. ISWC Adjunct 2014: 163-170
[c381]
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  - conf/samos/PapagiannopoulouMMBHB14
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Dimitra Papagiannopoulou, Tali Moreshet, Andrea Marongiu, Luca Benini, Maurice Herlihy, R. Iris Bahar:
Speculative synchronization for coherence-free embedded NUMA architectures. ICSAMOS 2014: 99-106
[c380]
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Francesco Conti, Davide Rossi, Antonio Pullini, Igor Loi, Luca Benini:
Energy-efficient vision on the PULP platform for ultra-low power parallel computing. SiPS 2014: 274-279
[c379]
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  - conf/vlsi/0001WWSB14
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Matthias Jung, Christian Weis, Norbert Wehn, MohammadSadegh Sadri, Luca Benini:
Optimized active and power-down mode refresh control in 3D-DRAMs. VLSI-SoC 2014: 1-6
[c378]
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  - conf/wimob/MagnoB14
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Michele Magno, Luca Benini:
An ultra low power high sensitivity wake-up radio receiver with addressing capability. WiMob 2014: 92-99
[e4]
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  - conf/nocs/2014
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Davide Bertozzi, Luca Benini, Sudhakar Yalamanchili, Jörg Henkel:
Eighth IEEE/ACM International Symposium on Networks-on-Chip, NoCS 2014, Ferrara, Italy, September 17-19, 2014. IEEE 2014, ISBN 978-1-4799-5347-9 [contents]
2013
[j157]
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Shivani Raghav, Andrea Marongiu, Christian Pinto, Martino Ruggiero, David Atienza, Luca Benini:
SIMinG-1k: A thousand-core simulator running on general-purpose graphical processing units. Concurr. Comput. Pract. Exp. 25(10): 1443-1461 (2013)
[j156]
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Michele Magno, Federico Tombari, Davide Brunelli, Luigi Di Stefano, Luca Benini:
Multimodal Video Analysis on Self-Powered Resource-Limited Wireless Smart Camera. IEEE J. Emerg. Sel. Topics Circuits Syst. 3(2): 223-235 (2013)
[j155]
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Erfan Azarkhish, Igor Loi, Luca Benini:
A case for three-dimensional stacking of tightly coupled data memories over multi-core clusters using low-latency interconnects. IET Comput. Digit. Tech. 7(5): 191-199 (2013)
[j154]
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Alessio Bonfietti, Michele Lombardi, Michela Milano, Luca Benini:
Maximum-throughput mapping of SDFGs on multi-core SoC platforms. J. Parallel Distributed Comput. 73(10): 1337-1350 (2013)
[j153]
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  - journals/pc/JovenMABM13
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Jaume Joven, Andrea Marongiu, Federico Angiolini, Luca Benini, Giovanni De Micheli:
An integrated, programming model-driven framework for NoC-QoS support in cluster-based embedded many-cores. Parallel Comput. 39(10): 549-566 (2013)
[j152]
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Michele Lombardi, Michela Milano, Luca Benini:
Robust Scheduling of Task Graphs under Execution Time Uncertainty. IEEE Trans. Computers 62(1): 98-111 (2013)
[j151]
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  - journals/tc/RahmatiMBAMS13
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Dara Rahmati, Srinivasan Murali, Luca Benini, Federico Angiolini, Giovanni De Micheli, Hamid Sarbazi-Azad:
Computing Accurate Performance Bounds for Best Effort Networks-on-Chip. IEEE Trans. Computers 62(3): 452-467 (2013)
[j150]
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  - journals/tcad/WeisLBW13
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Christian Weis, Igor Loi, Luca Benini, Norbert Wehn:
Exploration and Optimization of 3-D Integrated DRAM Subsystems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(4): 597-610 (2013)
[j149]
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Spatial Memoization: Concurrent Instruction Reuse to Correct Timing Errors in SIMD Architectures. IEEE Trans. Circuits Syst. II Express Briefs 60-II(12): 847-851 (2013)
[j148]
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Ciprian Seiculescu, Dara Rahmati, Srinivasan Murali, Hamid Sarbazi-Azad, Luca Benini, Giovanni De Micheli:
Designing best effort networks-on-chip to meet hard latency constraints. ACM Trans. Embed. Comput. Syst. 12(4): 108:1-108:23 (2013)
[j147]
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Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini:
Thermal and Energy Management of High-Performance Multicores: Distributed and Self-Calibrating Model-Predictive Controller. IEEE Trans. Parallel Distributed Syst. 24(1): 170-183 (2013)
[j146]
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  - journals/tpds/PaternaAB13
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Francesco Paterna, Andrea Acquaviva, Luca Benini:
Aging-Aware Energy-Efficient Workload Allocation for Mobile Multimedia Platforms. IEEE Trans. Parallel Distributed Syst. 24(8): 1489-1499 (2013)
[c377]
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Erfan Azarkhish, Igor Loi, Luca Benini:
A high-performance multiported L2 memory IP for scalable three-dimensional integration. 3DIC 2013: 1-8
[c376]
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  - conf/apgv/GuardatiVMFB13
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Leonardo Guardati, Silvio Vallorani, Bojan Milosevic, Elisabetta Farella, Luca Benini:
HapticLib: a haptic feedback library for embedded platforms. SAP 2013: 125
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Davide Brunelli, Michele Magno, Danilo Porcarelli, Luca Benini:
A Multi Harvester with Hydrogen Fuel Cell for Outdoor Applications. ApplePies 2013: 103-112
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Michele Magno, Nathan Jackson, Alan Mathewson, Luca Benini, Emanuel M. Popovici:
Combination of hybrid energy harvesters with MEMS piezoelectric and nano-Watt radio wake up to extend lifetime of system for wireless sensor nodes. ARCS Workshops 2013
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Christian Pinto, Luca Benini:
A highly efficient, thread-safe software cache implementation for tightly-coupled multicore clusters. ASAP 2013: 281-288
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Filippo Casamassima, Elisabetta Farella, Luca Benini:
Synchronization methods for Bluetooth based WBANs. BSN 2013: 1-6
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Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini:
Identification of many-core systems-on-chip with input and output noises. CDC 2013: 6481-6488
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Mohammad Reza Kakoee, Igor Loi, Luca Benini:
A shared-FPU architecture for ultra-low power MPSoCs. Conf. Computing Frontiers 2013: 3:1-3:8
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Francesco Conti, Andrea Marongiu, Luca Benini:
Synthesis-friendly techniques for tightly-coupled integration of hardware accelerators into shared-memory multi-core clusters. CODES+ISSS 2013: 5:1-5:10
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Abbas Rahimi, Andrea Marongiu, Rajesh K. Gupta, Luca Benini:
A variability-aware OpenMP environment for efficient execution of accuracy-configurable computation on shared-FPU processor clusters. CODES+ISSS 2013: 35:1-35:10
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Daniele Palossi, Federico Tombari, Samuele Salti, Martino Ruggiero, Luigi Di Stefano, Luca Benini:
GPU-SHOT: Parallel Optimization for Real-Time 3D Local Description. CVPR Workshops 2013: 584-591
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Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
Workload and user experience-aware dynamic reliability management in multicore processors. DAC 2013: 2:1-2:6
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Aging-aware compiler-directed VLIW assignment for GPGPU architectures. DAC 2013: 16:1-16:6
[c364]
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Paolo Burgio, Andrea Marongiu, Robin Danilo, Philippe Coussy, Luca Benini:
Architecture and programming model support for efficient heterogeneous computing on tigthly-coupled shared-memory clusters. DASIP 2013: 22-29
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Roberto Diversi, Andrea Bartolini, Andrea Tilli, Francesco Beneventi, Luca Benini:
SCC thermal model identification via advanced bias-compensated least-squares. DATE 2013: 230-235
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Abbas Rahimi, Andrea Marongiu, Paolo Burgio, Rajesh K. Gupta, Luca Benini:
Variation-tolerant OpenMP tasking on tightly-coupled processor clusters. DATE 2013: 541-546
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Alex S. Weddell, Michele Magno, Geoff V. Merrett, Davide Brunelli, Bashir M. Al-Hashimi, Luca Benini:
A survey of multi-source energy harvesting systems. DATE 2013: 905-908
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Alessandro Perelli, Carlo Caione, Luca De Marchi, Davide Brunelli, Alessandro Marzani, Luca Benini:
Design of an ultra-low power device for aircraft structural health monitoring. DATE 2013: 1127-1130
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Paolo Burgio, Giuseppe Tagliavini, Andrea Marongiu, Luca Benini:
Enabling fine-grained OpenMP tasking on tightly-coupled shared memory clusters. DATE 2013: 1504-1509
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Hierarchically focused guardbanding: an adaptive approach to mitigate PVT variations and aging. DATE 2013: 1695-1700
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Femi A. Aderohunmu, Giacomo Paci, Davide Brunelli, Jeremiah D. Deng, Luca Benini, Martin K. Purvis:
Trade-offs of Forecasting Algorithm for Extending WSN Lifetime in a Real-World Deployment. DCOSS 2013: 283-285
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Femi A. Aderohunmu, Giacomo Paci, Davide Brunelli, Jeremiah D. Deng, Luca Benini, Martin K. Purvis:
An Application-Specific Forecasting Algorithm for Extending WSN Lifetime. DCOSS 2013: 374-381
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Daniele Bortolotti, Andrea Bartolini, Luca Benini:
An Ambient Temperature Variation Tolerance Scheme for an Ultra Low Power Shared-L1 Processor Cluster. DSD 2013: 625-632
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Roberto Diversi, Andrea Tilli, Andrea Bartolini, Luca Benini:
Errors-in-variables identification of thermal models for many-core computing systems. ECC 2013: 1908-1915
[c353]
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  - conf/fpgaworld/SadriWWB13
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MohammadSadegh Sadri, Christian Weis, Norbert Wehn, Luca Benini:
Energy and performance exploration of accelerator coherency port using Xilinx ZYNQ. FPGAworld 2013: 5:1-5:8
[c352]
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Michele Magno, Danilo Porcarelli, Luca Benini, Davide Brunelli:
A power-aware multi harvester power unit with hydrogen fuel cell for embedded systems in outdoor applications. IGCC 2013: 1-6
[c351]
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Michele Magno, Emanuel M. Popovici, Alessandro Bravin, Antonio Libri, Marco Storace, Luca Benini:
Low-power wireless accelerometer-based system for wear detection of bandsaw blades. INDIN 2013: 630-635
[c350]
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Daniele Bortolotti, Christian Pinto, Andrea Marongiu, Martino Ruggiero, Luca Benini:
VirtualSoC: A Full-System Simulation Environment for Massively Parallel Heterogeneous System-on-Chip. IPDPS Workshops 2013: 2182-2187
[c349]
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Andrea Marongiu, Alessandro Capotondi, Giuseppe Tagliavini, Luca Benini:
Improving the programmability of STHORM-based heterogeneous systems with offload-enabled OpenMP. MES 2013: 1-8
[c348]
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Dimitra Papagiannopoulou, R. Iris Bahar, Tali Moreshet, Maurice Herlihy, Andrea Marongiu, Luca Benini:
Transparent and energy-efficient speculation on NUMA architectures for embedded MPSoCs. MES 2013: 58-61
[c347]
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Femi A. Aderohunmu, Giacomo Paci, Davide Brunelli, Jeremiah D. Deng, Luca Benini:
Prolonging the lifetime of wireless sensor networks using light-weight forecasting algorithms. ISSNIP 2013: 461-466
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Luca Benini:
Designing next-generation smart sensor hubs for the Internet-of-Things. IWASI 2013: 113
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Danilo Porcarelli, Davide Brunelli, Luca Benini:
Clamp-and-measure forever: A MOSFET-based circuit for energy harvesting and measurement targeted for power meters. IWASI 2013: 205-210
[c344]
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Michele Magno, Luca Benini, L. Gaggero, J. P. La Torre Aro, Emanuel M. Popovici:
A versatile biomedical wireless sensor node with novel drysurface sensors and energy efficient power management. IWASI 2013: 217-222
[c343]
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  - conf/mswim/MilosevicYVTZFBR13
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Bojan Milosevic, Jinseok Yang, Nakul Verma, Sameer S. Tilak, Piero Zappi, Elisabetta Farella, Luca Benini, Tajana Simunic Rosing:
Efficient energy management and data recovery in sensor networks using latent variables based tensor factorization. MSWiM 2013: 247-254
[c342]
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  - conf/nocs/AzarkhishLB13
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Erfan Azarkhish, Igor Loi, Luca Benini:
3D logarithmic interconnect: Stacking multiple L1 memory dies over multi-core clusters. NOCS 2013: 1-2
[c341]
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  - conf/patmos/BortolottiRBB13
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Daniele Bortolotti, Davide Rossi, Andrea Bartolini, Luca Benini:
A variation tolerant architecture for ultra low power multi-processor cluster. PATMOS 2013: 32-38
[c340]
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  - conf/patmos/CasamassimaFB13
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Filippo Casamassima, Elisabetta Farella, Luca Benini:
Power saving policies for multipurpose WBAN. PATMOS 2013: 83-90
[c339]
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  - conf/patmos/BeneventiBB13
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Francesco Beneventi, Andrea Bartolini, Luca Benini:
On-line thermal emulation: How to speed-up your thermal controller design. PATMOS 2013: 99-106
[c338]
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  - conf/sensys/PorcarelliBB13
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Danilo Porcarelli, Davide Brunelli, Luca Benini:
Improving the efficiency of air-flow energy harvesters combining active and passive rectifiers. ENSSys@SenSys 2013: 6:1-6:6
[c337]
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Danilo Porcarelli, Michele Magno, Davide Brunelli, Luca Benini:
Heterogeneous multi-harvester for wireless sensor networks. ENSSys@SenSys 2013: 14:1-14:2
[c336]
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Michele Magno, Davide Brunelli, Luca Benini, Roberta Giuffrida, Salvatore Leonardi, Andrea Lazzara:
Powering wireless sensor nodes with micro fuel cells. ENSSys@SenSys 2013: 16:1-16:2
[c335]
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Femi A. Aderohunmu, Giacomo Paci, Luca Benini, Jeremiah D. Deng, Davide Brunelli:
SWIFTNET: A data acquisition protocol for fast-reactive monitoring applications. SIES 2013: 93-96
[c334]
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Michael Schaffner, Pascal A. Hager, Lukas Cavigelli, Z. Fang, Pierre Greisen, Frank K. Gürkaynak, Aljoscha Smolic, Hubert Kaeslin, Luca Benini:
A Complete Real-Time Feature Extraction and Matching System Based on Semantic Kernels Binarized. VLSI-SoC (Selected Papers) 2013: 144-167
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Michele Magno, Luca Benini, Christian Spagnol, Emanuel M. Popovici:
Wearable low power dry surface wireless sensor node for healthcare monitoring application. WiMob 2013: 189-195
2012
[j145]
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Ahmed Yasir Dogan, Jeremy Constantin, David Atienza, Andreas Burg, Luca Benini:
Low-power processor architecture exploration for online biomedical signal analysis. IET Circuits Devices Syst. 6(5): 279-286 (2012)
[j144]
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  - journals/ijertcs/KrsticFGBKHSSB12
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Milos Krstic, Xin Fan, Eckhard Grass, Luca Benini, Mohammad Reza Kakoee, Christoph Heer, Birgit Sanders, Alessandro Strano, Davide Bertozzi:
Evaluation of GALS Methods in Scaled CMOS Technology: Moonrake Chip Experience. Int. J. Embed. Real Time Commun. Syst. 3(4): 1-18 (2012)
[j143]
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Anish S. Kumar, M. Pawan Kumar, Srinivasan Murali, V. Kamakoti, Luca Benini, Giovanni De Micheli:
A Buffer-Sizing Algorithm for Network-on-Chips with Multiple Voltage-Frequency Islands. J. Electr. Comput. Eng. 2012: 537286:1-537286:12 (2012)
[j142]
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Mohammad Reza Kakoee, Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini:
Row-based FBB: A design-time optimization for post-silicon tunable circuits. Microelectron. J. 43(7): 456-465 (2012)
[j141]
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Sara Bartolini, Bojan Milosevic, Alfredo D'Elia, Elisabetta Farella, Luca Benini, Tullio Salmon Cinotti:
Reconfigurable natural interaction in smart environments: approach and prototype implementation. Pers. Ubiquitous Comput. 16(7): 943-956 (2012)
[j140]
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  - journals/tc/MarongiuB12
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Andrea Marongiu, Luca Benini:
An OpenMP Compiler for Efficient Use of Distributed Scratchpad Memory in MPSoCs. IEEE Trans. Computers 61(2): 222-236 (2012)
[j139]
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Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini:
Variability-Aware Task Allocation for Energy-Efficient Quality of Service Provisioning in Embedded Streaming Multimedia Applications. IEEE Trans. Computers 61(7): 939-953 (2012)
[j138]
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Mohammad Reza Kakoee, Luca Benini:
Robust Near-Threshold Design With Fine-Grained Performance Tunability. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(8): 1815-1825 (2012)
[j137]
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Mohammad Reza Kakoee, Igor Loi, Luca Benini:
Variation-Tolerant Architecture for Ultra Low Power Shared-L1 Processor Clusters. IEEE Trans. Circuits Syst. II Express Briefs 59-II(12): 927-931 (2012)
[j136]
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Piero Zappi, Daniel Roggen, Elisabetta Farella, Gerhard Tröster, Luca Benini:
Network-Level Power-Performance Trade-Off in Wearable Activity Recognition: A Dynamic Sensor Selection Approach. ACM Trans. Embed. Comput. Syst. 11(3): 68:1-68:30 (2012)
[j135]
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Francesco Paterna, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Luca Benini:
Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints. ACM Trans. Embed. Comput. Syst. 11(4): 71:1-71:24 (2012)
[j134]
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Carlo Caione, Davide Brunelli, Luca Benini:
Distributed Compressive Sampling for Lifetime Optimization in Dense Wireless Sensor Networks. IEEE Trans. Ind. Informatics 8(1): 30-40 (2012)
[j133]
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Francesco Zanini, David Atienza, Colin N. Jones, Luca Benini, Giovanni De Micheli:
Online thermal control methods for multiprocessor systems. ACM Trans. Design Autom. Electr. Syst. 18(1): 6:1-6:26 (2012)
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Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching. AAAI 2012: 427-433
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Bojan Milosevic, Roberto Naldi, Elisabetta Farella, Luca Benini, Lorenzo Marconi:
Design and validation of an attitude and heading reference system for an aerial robot prototype. ACC 2012: 1720-1725
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Shivani Raghav, Andrea Marongiu, Christian Pinto, David Atienza, Martino Ruggiero, Luca Benini:
Full system simulation of many-core heterogeneous SoCs using GPU and QEMU semihosting. GPGPU@ASPLOS 2012: 101-109
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Ciprian Seiculescu, Luca Benini, Giovanni De Micheli:
A distributed interleaving scheme for efficient access to WideIO DRAM memory. CODES+ISSS 2012: 103-112
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Andrea Tilli, Andrea Bartolini, Matteo Cacciari, Luca Benini:
Don't burn your mobile!: safe computational re-sprinting via model predictive control. CODES+ISSS 2012: 373-382
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Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano:
Global Cyclic Cumulative Constraint. CPAIOR 2012: 81-96
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Diego Melpignano, Luca Benini, Eric Flamand, Bruno Jego, Thierry Lepley, Germain Haugou, Fabien Clermidy, Denis Dutoit:
Platform 2012, a many-core computing accelerator for embedded SoCs: performance evaluation of visual analytics applications. DAC 2012: 1137-1142
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Michele Magno, Stevan Jovica Marinkovic, Davide Brunelli, Emanuel M. Popovici, Brendan O'Flynn, Luca Benini:
Smart power unit with ultra low power radio trigger capabilities for wireless sensor networks. DATE 2012: 75-80
[c324]
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Andrea Marongiu, Paolo Burgio, Luca Benini:
Fast and lightweight support for nested parallelism on cluster-based embedded many-cores. DATE 2012: 105-110
[c323]
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Andrea Bartolini, MohammadSadegh Sadri, John-Nicholas Furst, Ayse Kivilcim Coskun, Luca Benini:
Quantifying the impact of frequency scaling on the energy efficiency of the single-chip cloud computer. DATE 2012: 181-186
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José L. Abellán, Juan Fernández Peinador, Manuel E. Acacio, Davide Bertozzi, Daniele Bortolotti, Andrea Marongiu, Luca Benini:
Design of a collective communication infrastructure for barrier synchronization in cluster-based nanoscale MPSoCs. DATE 2012: 491-496
[c321]
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Mohammad Reza Kakoee, Igor Loi, Luca Benini:
A resilient architecture for low latency communication in shared-L1 processor clusters. DATE 2012: 887-892
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Luca Benini, Eric Flamand, Didier Fuin, Diego Melpignano:
P2012: Building an ecosystem for a scalable, modular and high-efficiency embedded computing accelerator. DATE 2012: 983-987
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Abbas Rahimi, Luca Benini, Rajesh K. Gupta:
Analysis of instruction-level vulnerability to dynamic voltage and temperature variations. DATE 2012: 1102-1105
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Christian Weis, Igor Loi, Luca Benini, Norbert Wehn:
An energy efficient DRAM subsystem for 3D integrated SoCs. DATE 2012: 1138-1141
[c317]
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Paolo Burgio, Andrea Marongiu, Dominique Heller, Cyrille Chavet, Philippe Coussy, Luca Benini:
OpenMP-based Synergistic Parallelization and HW Acceleration for On-Chip Shared-Memory Clusters. DSD 2012: 751-758
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Davide Bertozzi, Luca Benini:
A retrospective look at xpipes: The exciting ride from a design experience to a design platform for nanoscale networks-on-chip. ICCD 2012: 43-44
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Matteo Dall'Osso, Gianluca Biccari, Luca Giovannini, Davide Bertozzi, Luca Benini:
Xpipes: A latency insensitive parameterized network-on-chip architecture for multi-processor SoCs. ICCD 2012: 45-48
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  - conf/inss/PorcarelliBB12
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Danilo Porcarelli, Davide Brunelli, Luca Benini:
Characterization of lithium-ion capacitors for low-power energy neutral wireless sensor networks. INSS 2012: 1-4
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Abbas Rahimi, Luca Benini, Rajesh Gupta:
Procedure hopping: a low overhead solution to mitigate variability in shared-L1 processor clusters. ISLPED 2012: 415-420
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Mohammad Reza Kakoee, Vladimir Petrovic, Luca Benini:
A multi-banked shared-l1 cache architecture for tightly coupled processor clusters. ISSoC 2012: 1-5
[c311]
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Michele Magno, Stevan Jovica Marinkovic, Davide Brunelli, Luca Benini, Emanuel M. Popovici:
Combined methods to extend the lifetime of power hungry WSN with multimodal sensors and nanopower wakeups. IWCMC 2012: 112-117
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Vana Jelicic, Michele Magno, Davide Brunelli, Vedran Bilas, Luca Benini:
Analytic comparison of wake-up receivers for WSNs and benefits over the wake-on radio scheme. PM2HW2N@MSWiM 2012: 99-106
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Masoud Dehyadegari, Andrea Marongiu, Mohammad Reza Kakoee, Luca Benini, Siamak Mohammadi, Nasser Yazdani:
A tightly-coupled multi-core cluster with shared-memory HW accelerators. ICSAMOS 2012: 96-103
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Francesco Fraternali, Mahsan Rofouei, Nabil Alshurafa, Hassan Ghasemzadeh, Luca Benini, Majid Sarrafzadeh:
Opportunistic hierarchical classification for power optimization in wearable movement monitoring systems. SIES 2012: 102-111
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Giulia Beanato, Igor Loi, Giovanni De Micheli, Yusuf Leblebici, Luca Benini:
3D-LIN: A configurable low-latency interconnect for multi-core clusters with 3D stacked L1 memory. VLSI-SoC 2012: 30-35
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Giulia Beanato, Igor Loi, Giovanni De Micheli, Yusuf Leblebici, Luca Benini:
Configurable Low-Latency Interconnect for Multi-core Clusters. VLSI-SoC (Selected Papers) 2012: 107-124
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  - conf/vlsi/KangBM12
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Kyungsu Kang, Luca Benini, Giovanni De Micheli:
A high-throughput and low-latency interconnection network for multi-core Clusters with 3-D stacked L2 tightly-coupled data memory. VLSI-SoC 2012: 283-286
2011
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Luca Benini, Michele Lombardi, Michela Milano, Martino Ruggiero:
Optimal resource allocation and scheduling for the CELL BE platform. Ann. Oper. Res. 184(1): 51-77 (2011)
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Mohammad Reza Kakoee, Luca Benini:
Fine-Grained Power and Body-Bias Control for Near-Threshold Deep Sub-Micron CMOS Circuits. IEEE J. Emerg. Sel. Topics Circuits Syst. 1(2): 131-140 (2011)
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Giacomo Paci, Davide Bertozzi, Luca Benini:
Variability compensation for full-swing against low-swing on-chip communication. IET Comput. Digit. Tech. 5(5): 355-365 (2011)
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Luca Benini, R. Grottesi, Serena Morigi, Martino Ruggiero:
Parallel Rendering and Animation of Subdivision Surfaces on the Cell BE Processor. Int. J. Parallel Program. 39(4): 494-521 (2011)
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Geert Van der Plas, Paresh Limaye, Igor Loi, Abdelkarim Mercha, Herman Oprins, Cristina Torregiani, Steven Thijs, Dimitri Linten, Michele Stucchi, Guruprasad Katti, Dimitrios Velenis, Vladimir Cherman, Bart Vandevelde, Veerle Simons, Ingrid De Wolf, Riet Labie, Dan Perry, Stephane Bronckers, Nikolaos Minas, Miro Cupac, Wouter Ruythooren, Jan Van Olmen, Alain Phommahaxay, Muriel de Potter de ten Broeck, Ann Opdebeeck, Michal Rakowski, Bart De Wachter, Morin Dehan, Marc Nelis, Rahul Agarwal, Antonio Pullini, Federico Angiolini, Luca Benini, Wim Dehaene, Youssef Travaly, Eric Beyne, Paul Marchal:
Design Issues and Considerations for Low-Cost 3-D TSV IC Technology. IEEE J. Solid State Circuits 46(1): 293-307 (2011)
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Andrea Marongiu, Paolo Burgio, Luca Benini:
Supporting OpenMP on a multi-cluster embedded MPSoC. Microprocess. Microsystems 35(8): 668-682 (2011)
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Igor Loi, Federico Angiolini, Shinobu Fujita, Subhasish Mitra, Luca Benini:
Characterization and Implementation of Fault-Tolerant Vertical Links for 3-D Networks-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30(1): 124-134 (2011)
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Luca Benini, Luca P. Carloni:
Guest Editorial: Special Section on the ACM/IEEE Symposium on Networks-on-Chip 2010. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30(4): 492-493 (2011)
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Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Fast Computation of Discharge Current Upper Bounds for Clustered Power Gating. IEEE Trans. Very Large Scale Integr. Syst. 19(1): 146-151 (2011)
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Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Row-Based Power-Gating: A Novel Sleep Transistor Insertion Methodology for Leakage Power Optimization in Nanometer CMOS Circuits. IEEE Trans. Very Large Scale Integr. Syst. 19(3): 469-482 (2011)
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Maroun Ojail, Raphaël David, Karim Ben Chehida, Yves Lhuillier, Luca Benini:
Synchronous Reactive Fine Grain Tasks Management for Homogeneous Many-Core Architectures. ARCS Workshops 2011
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Alessandro Lanza, Michele Magno, Davide Brunelli, Luigi Di Stefano, Luca Benini:
Energy-aware objects abandon / removal detection. AVSS 2011: 443-448
[c302]
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  - conf/biostec/AltiniFPB11
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Marco Altini, Elisabetta Farella, Marco Pirini, Luca Benini:
A Cost-effective Indoor Vibrotactile Navigation System for the Blind. HEALTHINF 2011: 477-481
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Christian Pinto, Shivani Raghav, Andrea Marongiu, Martino Ruggiero, David Atienza, Luca Benini:
GPGPU-Accelerated Parallel and Fast Simulation of Thousand-Core Platforms. CCGRID 2011: 53-62
[c300]
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Alessio Franceschelli, Paolo Burgio, Giuseppe Tagliavini, Andrea Marongiu, Martino Ruggiero, Michele Lombardi, Alessio Bonfietti, Michela Milano, Luca Benini:
MPOpt-Cell: a high-performance data-flow programming environment for the CELL BE processor. Conf. Computing Frontiers 2011: 11
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Cesare Ferri, Andrea Marongiu, Benjamin Lipton, R. Iris Bahar, Tali Moreshet, Luca Benini, Maurice Herlihy:
SoC-TM: integrated HW/SW support for transactional memory programming on embedded MPSoCs. CODES+ISSS 2011: 39-48
[c298]
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Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Neuron Constraints to Model Complex Real-World Problems. CP 2011: 115-129
[c297]
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Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano:
A Constraint Based Approach to Cyclic RCPSP. CP 2011: 130-144
[c296]
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Michele Lombardi, Alessio Bonfietti, Michela Milano, Luca Benini:
Precedence Constraint Posting for Cyclic Scheduling Problems. CPAIOR 2011: 137-153
[c295]
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Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini:
An efficient on-line task allocation algorithm for QoS and energy efficiency in multicore multimedia platforms. DATE 2011: 100-105
[c294]
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Christian Weis, Norbert Wehn, Igor Loi, Luca Benini:
Design space exploration for 3D-stacked DRAMs. DATE 2011: 389-394
[c293]
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  - conf/date/RahimiLKB11
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Abbas Rahimi, Igor Loi, Mohammad Reza Kakoee, Luca Benini:
A fully-synthesizable single-cycle interconnection network for Shared-L1 processor clusters. DATE 2011: 491-496
[c292]
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Mohammad Reza Kakoee, Valeria Bertacco, Luca Benini:
ReliNoC: A reliable network for priority-based on-chip communication. DATE 2011: 667-672
[c291]
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Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini:
A distributed and self-calibrating model-predictive controller for energy and thermal management of high-performance multicores. DATE 2011: 830-835
[c290]
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Davide Carli, Davide Brunelli, Luca Benini, Massimiliano Ruggeri:
An effective multi-source energy harvester for low power applications. DATE 2011: 836-841
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Christian Fabre, Iuliana Bacivarov, Ananda Basu, Martino Ruggiero, David Atienza, Eric Flamand, Jean-Pierre Krimm, Julien Mottin, Lars Schor, Pratyush Kumar, Hoeseok Yang, Devesh B. Chokshi, Lothar Thiele, Saddek Bensalem, Marius Bozga, Luca Benini, Mohamed M. Sabry, Yusuf Leblebici, Giovanni De Micheli, Diego Melpignano:
PRO3D, Programming for Future 3D Manycore Architectures: Project's Interim Status. FMCO 2011: 277-293
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Francesco Beneventi, Andrea Bartolini, Luca Benini:
Static Thermal Model Learning for High-Performance Multicore Servers. ICCCN 2011: 1-6
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Francesco Zanini, David Atienza, Luca Benini, Giovanni De Micheli:
Thermal-aware system-level modeling and management for Multi-Processor Systems-on-Chip. ISCAS 2011: 2481-2484
[c286]
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Milos Krstic, Xin Fan, Eckhard Grass, Christoph Heer, Birgit Sanders, Luca Benini, Mohammad Reza Kakoee, Alessandro Strano, Davide Bertozzi:
Moonrake chip - GALS demonstrator in 40 nm CMOS technology. SoC 2011: 9-13
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Daniele Bortolotti, Francesco Paterna, Christian Pinto, Andrea Marongiu, Martino Ruggiero, Luca Benini:
Exploring instruction caching strategies for tightly-coupled shared-memory clusters. SoC 2011: 34-41
[c284]
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
A DRAM Centric NoC Architecture and Topology Design Approach. ISVLSI 2011: 54-59
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M. Pawan Kumar, Anish S. Kumar, Srinivasan Murali, Luca Benini, Kamakoti Veezhinathan:
A Method for Integrating Network-on-Chip Topologies with 3D ICs. ISVLSI 2011: 60-65
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Anish S. Kumar, M. Pawan Kumar, Srinivasan Murali, V. Kamakoti, Luca Benini, Giovanni De Micheli:
A Simulation Based Buffer Sizing Algorithm for Network on Chips. ISVLSI 2011: 206-211
[c281]
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Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini:
SCC Thermal Sensor Characterization and Calibration. MARC Symposium 2011: 7-11
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Mohammad Reza Kakoee, Valeria Bertacco, Luca Benini:
A distributed and topology-agnostic approach for on-line NoC testing. NOCS 2011: 113-120
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Andrea Bartolini, MohammadSadegh Sadri, Francesco Beneventi, Matteo Cacciari, Andrea Tilli, Luca Benini:
A System Level Approach to Multi-core Thermal Sensors Calibration. PATMOS 2011: 22-31
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Ahmed Yasir Dogan, David Atienza, Andreas Burg, Igor Loi, Luca Benini:
Power/Performance Exploration of Single-core and Multi-core Processor Approaches for Biomedical Signal Processing. PATMOS 2011: 102-111
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Alessandra Costanzo, Sara Bartolini, Luca Benini, Elisabetta Farella, Diego Masotti, Bojan Milosevic, Luigi Di Stefano, Alessandro Franchi, Tullio Salmon Cinotti, Sandra Mattarozzi, Valerio Nannini:
Merging RFID, visual and gesture recognition technologies to generate and manage smart environments. RFID-TA 2011: 521-526
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Jakob Rosen, Carl-Fredrik Neikter, Petru Eles, Zebo Peng, Paolo Burgio, Luca Benini:
Bus Access Design for Combined Worst and Average Case Execution Time Optimization of Predictable Real-Time Applications on Multiprocessor Systems-on-Chip. IEEE Real-Time and Embedded Technology and Applications Symposium 2011: 291-301
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
Design and Analysis of NoCs for Low-Power 2D and 3D SoCs. Low Power Networks-on-Chip 2011: 199-222
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
3D Network on Chip Topology Synthesis: Designing Custom Topologies for Chip Stacks. 3D Integration for NoC-based SoC Architectures 2011: 193-223
2010
[j122]
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Piero Zappi, Clemens Lombriser, Luca Benini, Gerhard Tröster:
Collecting Datasets from Ambient Intelligence Environments. Int. J. Ambient Comput. Intell. 2(2): 42-56 (2010)
[j121]
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Luca Benini, Alberto Bocca, Alberto Bonanno, Alberto Macii, Enrico Macii, Jean-Luc Nagel, Christian Piguet, Massimo Poncino:
A Refinement Methodology for Clock Gating Optimization at Layout Level in Digital Circuits. J. Low Power Electron. 6(1): 44-55 (2010)
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Marco Benocci, Carlo Tacconi, Elisabetta Farella, Luca Benini, Lorenzo Chiari, Laura Vanzago:
Accelerometer-based fall detection using optimized ZigBee data streaming. Microelectron. J. 41(11): 703-710 (2010)
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Sandro Carrara, Andrea Cavallini, Yusuf Leblebici, Giovanni De Micheli, Vijayender Bhalla, Francesco Valle, Bruno Samorì, Luca Benini, Bruno Riccò, Inger Vikholm-Lundin, Tony Munter:
Capacitance DNA bio-chips improved by new probe immobilization strategies. Microelectron. J. 41(11): 711-717 (2010)
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Carlo Bergonzini, Davide Brunelli, Luca Benini:
Comparison of energy intake prediction algorithms for systems powered by photovoltaic harvesters. Microelectron. J. 41(11): 766-777 (2010)
[j117]
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Michele Lombardi, Michela Milano, Martino Ruggiero, Luca Benini:
Stochastic allocation and scheduling for conditional task graphs in multi-processor systems-on-chip. J. Sched. 13(4): 315-345 (2010)
[j116]
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Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini:
Adaptive Power Management for Environmentally Powered Systems. IEEE Trans. Computers 59(4): 478-491 (2010)
[j115]
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
SunFloor 3D: A Tool for Networks on Chip Topology Synthesis for 3-D Systems on Chips. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(12): 1987-2000 (2010)
[j114]
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
Comparative Analysis of NoCs for Two-Dimensional Versus Three-Dimensional SoCs Supporting Multiple Voltage and Frequency Islands. IEEE Trans. Circuits Syst. II Express Briefs 57-II(5): 364-368 (2010)
[j113]
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Alireza Ejlali, Bashir M. Al-Hashimi, Paul M. Rosinger, Seyed Ghassem Miremadi, Luca Benini:
Performability/Energy Tradeoff in Error-Control Schemes for On-Chip Networks. IEEE Trans. Very Large Scale Integr. Syst. 18(1): 1-14 (2010)
[c275]
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Srinivasan Murali, Luca Benini, Giovanni De Micheli:
Design of networks on chips for 3D ICs. ASP-DAC 2010: 167-168
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Michele Lombardi, Luca Benini, Abhishek Garg, Giovanni De Micheli:
Methods for Designing Reliable Probe Arrays. BIBE 2010: 306-307
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Mahsan Rofouei, Elisabetta Farella, Davide Brunelli, Majid Sarrafzadeh, Luca Benini:
Battery-aware power management techniques for wearable haptic nodes. BODYNETS 2010: 227-232
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  - conf/cases/MarongiuBB10
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Andrea Marongiu, Paolo Burgio, Luca Benini:
Vertical stealing: robust, locality-aware do-all workload distribution for 3D MPSoCs. CASES 2010: 207-216
[c271]
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Francesco Paterna, Andrea Acquaviva, Alberto Caprara, Francesco Papariello, Giuseppe Desoli, Luca Benini:
Variability-tolerant run-time workload allocation for MPSoC energy minimization under real-time constraints. Conf. Computing Frontiers 2010: 109-110
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Jaume Joven, Andrea Marongiu, Federico Angiolini, Luca Benini, Giovanni De Micheli:
Exploring programming model-driven QoS support for NoC-based platforms. CODES+ISSS 2010: 65-74
[c269]
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Giovanni De Micheli, Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Federico Angiolini, Antonio Pullini:
Networks on Chips: from research to products. DAC 2010: 300-305
[c268]
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Igor Loi, Luca Benini:
An efficient distributed memory interface for many-core platform with 3D stacked DRAM. DATE 2010: 99-104
[c267]
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Andrea Marongiu, Martino Ruggiero, Luca Benini:
Efficient OpenMP data mapping for multicore platforms with vertically stacked memory. DATE 2010: 105-110
[c266]
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R. Grottesi, Serena Morigi, Martino Ruggiero, Luca Benini:
Parallel subdivision surface rendering and animation on the Cell BE processor. DATE 2010: 178-183
[c265]
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Daniele Ludovici, Alessandro Strano, Georgi Nedeltchev Gaydadjiev, Luca Benini, Davide Bertozzi:
Design space exploration of a mesochronous link for cost-effective and flexible GALS NOCs. DATE 2010: 679-684
[c264]
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Alessio Bonfietti, Luca Benini, Michele Lombardi, Michela Milano:
An efficient and complete approach for throughput-maximal SDF allocation and scheduling on multi-core platforms. DATE 2010: 897-902
[c263]
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
A method to remove deadlocks in Networks-on-Chips with Wormhole flow control. DATE 2010: 1625-1628
[c262]
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Andrea Marongiu, Paolo Burgio, Luca Benini:
Evaluating OpenMP Support Costs on MPSoCs. DSD 2010: 191-198
[c261]
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Michele Magno, Davide Brunelli, Piero Zappi, Luca Benini:
Energy Efficient Cooperative Multimodal Ambient Monitoring. EuroSSC 2010: 56-70
[c260]
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Mohammad Reza Kakoee, Igor Loi, Luca Benini:
A new physical routing approach for robust bundled signaling on NoC links. ACM Great Lakes Symposium on VLSI 2010: 3-8
[c259]
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Andrea Bartolini, Matteo Cacciari, Andrea Tilli, Luca Benini, Matthias Gries:
A virtual platform environment for exploring power, thermal and reliability management control strategies in high-performance multicores. ACM Great Lakes Symposium on VLSI 2010: 311-316
[c258]
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Paolo Burgio, Martino Ruggiero, Francesco Esposito, Mauro Marinoni, Giorgio C. Buttazzo, Luca Benini:
Adaptive TDMA bus allocation and elastic scheduling: A unified approach for enhancing robustness in multi-core RT systems. ICCD 2010: 187-194
[c257]
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Shivani Raghav, Martino Ruggiero, David Atienza, Christian Pinto, Andrea Marongiu, Luca Benini:
Scalable instruction set simulator for thousand-core architectures running on GPGPUs. HPCS 2010: 459-466
[c256]
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Igor Loi, Pol Marchal, Antonio Pullini, Luca Benini:
3D NoCs - Unifying inter & intra chip communication. ISCAS 2010: 3337-3340
[c255]
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Carlo Caione, Davide Brunelli, Luca Benini:
Rapid and efficient application design using a signal processing framework for WSN. ISCC 2010: 577-582
[c254]
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  - conf/islped/KakoeeSPHB10
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Mohammad Reza Kakoee, Ashoka Visweswara Sathanur, Antonio Pullini, Jos Huisken, Luca Benini:
Automatic synthesis of near-threshold circuits with fine-grained performance tunability. ISLPED 2010: 401-406
[c253]
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Marco Benocci, Marc Bächlin, Elisabetta Farella, Daniel Roggen, Luca Benini, Gerhard Tröster:
Wearable assistant for load monitoring: recognition of on - body load placement from gait alterations. PervasiveHealth 2010: 1-8
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Jacopo Olivo, Davide Brunelli, Luca Benini:
A kinetic energy harvester with fast start-up for wearable body-monitoring sensors. PervasiveHealth 2010: 1-7
[c251]
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Luca Benini, Davide Brunelli, Chiara Petrioli, Simone Silvestri:
GENESI: Green sEnsor NEtworks for Structural monItoring. SECON 2010: 1-3
[c250]
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Carlo Caione, Davide Brunelli, Luca Benini:
Compressive sensing optimization over ZigBee networks. SIES 2010: 36-44
[c249]
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Michele Magno, Alessandro Lanza, Davide Brunelli, Luigi Di Stefano, Luca Benini:
Energy aware multimodal embedded video surveillance. VLSI-SoC 2010: 264-269

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Piero Zappi, Bojan Milosevic, Elisabetta Farella, Luca Benini:
Hidden Markov Model based gesture recognition on low-cost, low-power Tangible User Interfaces. Entertain. Comput. 1(2): 75-84 (2009)
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Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Exploiting Temporal Discharge Current Information to Improve the Efficiency of Clustered Power-Gating. J. Low Power Electron. 5(1): 113-121 (2009)
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Davide Brunelli, Denis Dondi, Alessandro Bertacchini, Luca Larcher, Paolo Pavan, Luca Benini:
Photovoltaic scavenging systems: Modeling and optimization. Microelectron. J. 40(9): 1337-1344 (2009)
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Martino Ruggiero, Davide Bertozzi, Luca Benini, Michela Milano, Alexandru Andrei:
Reducing the Abstraction and Optimality Gaps in the Allocation and Scheduling for Variable Voltage/Frequency MPSoC Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(3): 378-391 (2009)
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Andrea Alimonda, Salvatore Carta, Andrea Acquaviva, Alessandro Pisano, Luca Benini:
A Feedback-Based Approach to DVFS in Data-Flow Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(11): 1691-1704 (2009)
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Fabrizio Mulas, David Atienza, Andrea Acquaviva, Salvatore Carta, Luca Benini, Giovanni De Micheli:
Thermal Balancing Policy for Multiprocessor Stream Computing Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(12): 1870-1882 (2009)
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Andrea Calimera, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Design of a Flexible Reactivation Cell for Safe Power-Mode Transition in Power-Gated Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 56-I(9): 1979-1993 (2009)
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Davide Brunelli, Clemens Moser, Lothar Thiele, Luca Benini:
Design of a Solar-Harvesting Circuit for Batteryless Embedded Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 56-I(11): 2519-2528 (2009)
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Srinivasan Murali, Ciprian Seiculescu, Luca Benini, Giovanni De Micheli:
Synthesis of networks on chips for 3D systems on chips. ASP-DAC 2009: 242-247
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Michele Magno, Federico Tombari, Davide Brunelli, Luigi Di Stefano, Luca Benini:
Multimodal Abandoned/Removed Object Detection for Low Power Video Surveillance Systems. AVSS 2009: 188-193
[c246]
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Luca Benini:
Predictability vs. Efficiency in the Multicore Era: Fight of Titans or Happy Ever after?. CAV 2009: 50
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Francisco Gilabert Villamón, Daniele Ludovici, Simone Medardoni, Davide Bertozzi, Luca Benini, Georgi Nedeltchev Gaydadjiev:
Designing Regular Network-on-Chip Topologies under Technology, Architecture and Software Constraints. CISIS 2009: 681-687
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Vincenzo Rana, Srinivasan Murali, David Atienza, Marco D. Santambrogio, Luca Benini, Donatella Sciuto:
Minimization of the reconfiguration latency for the mapping of applications on FPGA-based systems. CODES+ISSS 2009: 325-334
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Alessio Bonfietti, Michele Lombardi, Michela Milano, Luca Benini:
Throughput Constraint for Synchronous Data Flow Graphs. CPAIOR 2009: 26-40
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
NoC topology synthesis for supporting shutdown of voltage islands in SoCs. DAC 2009: 822-825
[c241]
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Ciprian Seiculescu, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
SunFloor 3D: A tool for Networks On Chip topology synthesis for 3D systems on chips. DATE 2009: 9-14
[c240]
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Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Giovanni De Micheli, Enrico Macii:
Physically clustered forward body biasing for variability compensation in nanometer CMOS design. DATE 2009: 154-159
[c239]
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Igor Loi, Federico Angiolini, Luca Benini:
Synthesis of low-overhead configurable source routing tables for network interfaces. DATE 2009: 262-267
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Michele Lombardi, Michela Milano, Luca Benini:
Robust non-preemptive hard real-time scheduling for clustered multicore platforms. DATE 2009: 803-808
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Andrea Marongiu, Luca Benini:
Efficient OpenMP support and extensions for MPSoCs with explicitly managed memory hierarchy. DATE 2009: 809-814
[c236]
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Francesco Paterna, Luca Benini, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli, Mauro Olivieri:
Adaptive idleness distribution for non-uniform aging tolerance in MultiProcessor Systems-on-Chip. DATE 2009: 906-909
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Marco Facchini, Trevor E. Carlson, Anselme Vignon, Martin Palkovic, Francky Catthoor, Wim Dehaene, Luca Benini, Paul Marchal:
System-level power/performance evaluation of 3D stacked DRAMs for mobile applications. DATE 2009: 923-928
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Giacomo Paci, Davide Bertozzi, Luca Benini:
Effectiveness of adaptive supply voltage and body bias as post-silicon variability compensation techniques for full-swing and low-swing on-chip communication channels. DATE 2009: 1404-1409
[c233]
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Andrea Bartolini, Martino Ruggiero, Luca Benini:
Visual quality analysis for dynamic backlight scaling in LCD systems. DATE 2009: 1428-1433
[c232]
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Francesco Zanini, David Atienza, Luca Benini, Giovanni De Micheli:
Multicore thermal management with model predictive control. ECCTD 2009: 711-714
[c231]
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Andrea Bartolini, Martino Ruggiero, Luca Benini:
HVS-DBS: human visual system-aware dynamic luminance backlight scaling for video streaming applications. EMSOFT 2009: 21-28
[c230]
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Francesco Paterna, Luca Benini, Andrea Acquaviva, Francesco Papariello, Giuseppe Desoli:
Variability-tolerant workload allocation for MPSoC energy minimization under real-time constraints. ESTIMedia 2009: 134-142
[c229]
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Daniele Ludovici, Georgi Nedeltchev Gaydadjiev, Davide Bertozzi, Luca Benini:
Capturing topology-level implications of link synthesis techniques for nanoscale networks-on-chip. ACM Great Lakes Symposium on VLSI 2009: 125-128
[c228]
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Dara Rahmati, Srinivasan Murali, Luca Benini, Federico Angiolini, Giovanni De Micheli, Hamid Sarbazi-Azad:
A method for calculating hard QoS guarantees for Networks-on-Chip. ICCAD 2009: 579-586
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Michele Magno, Davide Brunelli, Lothar Thiele, Luca Benini:
Adaptive power control for solar harvesting multimodal wireless smart camera. ICDSC 2009: 1-7
[c226]
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Piero Zappi, Elisabetta Farella, Luca Benini:
Hidden Markov Models Implementation for Tangible Interfaces. INTETAIN 2009: 258-263
[c225]
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  - conf/iscas/SilayDLDBLD09
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Kanber Mithat Silay, Denis Dondi, Luca Larcher, Michel J. Declercq, Luca Benini, Yusuf Leblebici, Catherine Dehollain:
Load Optimization of an Inductive Power Link for Remote Powering of Biomedical Implants. ISCAS 2009: 533-536
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Daniele Ludovici, Alessandro Strano, Davide Bertozzi, Luca Benini, Georgi Gaydadjiev:
Comparing tightly and loosely coupled mesochronous synchronizers in a NoC switch architecture. NOCS 2009: 244-249
[c223]
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Marco Benocci, Laura Rocchi, Elisabetta Farella, Lorenzo Chiari, Luca Benini:
A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units. PervasiveHealth 2009: 1-6
[c222]
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Mohammad Reza Kakoee, Federico Angiolini, Srinivasan Murali, Antonio Pullini, Ciprian Seiculescu, Luca Benini:
A floorplan-aware interactive tool flow for NoC design and synthesis. SoCC 2009: 379-382
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Andrea Marongiu, Andrea Acquaviva, Luca Benini:
OpenMP Support for NBTI-Induced Aging Tolerance in MPSoCs. SSS 2009: 547-562
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  - books/crc/zurawski2009/AyalaLBB09
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José L. Ayala, Marisa López-Vallejo, Davide Bertozzi, Luca Benini:
SoC Communication Architectures: From Interconnection Buses to Packet-Switched NoCs. Embedded Systems Design and Verification 2009: 14
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Francisco Gilabert Villamón, Davide Bertozzi, Luca Benini, Giovanni De Micheli:
Networks-on-Chip: an Interconnect Fabric for Multiprocessor Systems-on-Chip. Embedded Systems Design and Verification 2009: 15
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Luca Benini, Giovanni De Micheli, Bashir M. Al-Hashimi, Wolfgang Müller:
Design, Automation and Test in Europe, DATE 2009, Nice, France, April 20-24, 2009. IEEE 2009, ISBN 978-1-4244-3781-8 [contents]
2008
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Daniele Masotti, Christine Nardini, Simona Rossi, Elena Bonora, Giovanni Romeo, Stefano Volinia, Luca Benini:
TOM: enhancement and extension of a tool suite for in silico approaches to multigenic hereditary disorders. Bioinform. 24(3): 428-429 (2008)
[j103]
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Elisa Ficarra, Giovanni De Micheli, Sungroh Yoon, Luca Benini, Enrico Macii:
Joint co-clustering: Co-clustering of genomic and clinical bioimaging data. Comput. Math. Appl. 55(5): 938-949 (2008)
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Reinaldo A. Bergamaschi, Luca Benini, Krisztián Flautner, Wido Kruijtzer, Alberto L. Sangiovanni-Vincentelli, Kazutoshi Wakabayashi:
The State of ESL Design [Roundtable]. IEEE Des. Test Comput. 25(6): 510-519 (2008)
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Suresh Srinivasan, Lin Li, Martino Ruggiero, Federico Angiolini, Narayanan Vijaykrishnan, Luca Benini:
Exploring architectural solutions for energy optimisations in bus-based system-on-chip. IET Comput. Digit. Tech. 2(5): 347-354 (2008)
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Martino Ruggiero, Alessio Guerri, Davide Bertozzi, Michela Milano, Luca Benini:
A Fast and Accurate Technique for Mapping Parallel Applications on Stream-Oriented MPSoC Platforms with Communication Awareness. Int. J. Parallel Program. 36(1): 3-36 (2008)
[j99]
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David Atienza, Federico Angiolini, Srinivasan Murali, Antonio Pullini, Luca Benini, Giovanni De Micheli:
Network-on-Chip design and synthesis outlook. Integr. 41(3): 340-359 (2008)
[j98]
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Elisabetta Farella, Augusto Pieracci, Luca Benini, Laura Rocchi, Andrea Acquaviva:
Interfacing human and computer with wireless body area sensor networks: the WiMoCA solution. Multim. Tools Appl. 38(3): 337-363 (2008)
[j97]
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Shankar Mahadevan, Federico Angiolini, Jens Sparsø, Luca Benini, Jan Madsen:
A Reactive and Cycle-True IP Emulator for MPSoC Exploration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(1): 109-122 (2008)
[j96]
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Denis Dondi, Alessandro Bertacchini, Davide Brunelli, Luca Larcher, Luca Benini:
Modeling and Optimization of a Solar Energy Harvester System for Self-Powered Wireless Sensor Networks. IEEE Trans. Ind. Electron. 55(7): 2759-2766 (2008)
[j95]
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Iyad Al Khatib, Francesco Poletti, Davide Bertozzi, Luca Benini, Mohamed Bechara, Hasan Khalifeh, Axel Jantsch, Rustam Nabiev:
A multiprocessor system-on-chip for real-time biomedical monitoring and analysis: ECG prototype architectural design space exploration. ACM Trans. Design Autom. Electr. Syst. 13(2): 31:1-31:21 (2008)
[j94]
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Ashutosh Chakraborty, Karthik Duraisami, Ashoka Visweswara Sathanur, Prassanna Sithambaram, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Dynamic Thermal Clock Skew Compensation Using Tunable Delay Buffers. IEEE Trans. Very Large Scale Integr. Syst. 16(6): 639-649 (2008)
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David Atienza, Giovanni De Micheli, Luca Benini, José L. Ayala, Pablo García Del Valle, Michael DeBole, Vijaykrishnan Narayanan:
Reliability-aware design for nanometer-scale devices. ASP-DAC 2008: 549-554
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Christine Nardini, Luca Benini, Michael D. Kuo:
Statistical Significance in Omic Data Analyses - Alternative/Complementary Method for Efficient Automatic Identification of Statistically Significant Tests in High Throughput Biological Studies. BIOSIGNALS (1) 2008: 56-63
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Christine Nardini, Lei Wang, Hesen Peng, Luca Benini, Michael D. Kuo:
MM-Correction: Meta-analysis-Based Multiple Hypotheses Correction in Omic Studies. BIOSTEC (Selected Papers) 2008: 242-255
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Stefano Baraldi, Luca Benini, Omar Cafini, Alberto Del Bimbo, Elisabetta Farella, Giulia Gelmini-Hornsby, Lea Landucci, Augusto Pieracci, Nicola Torpei:
Evolving tuis with smart objects for multi-context interaction. CHI Extended Abstracts 2008: 2955-2960
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Luca Benini, Michele Lombardi, Michela Milano, Martino Ruggiero:
A Constraint Programming Approach for Allocation and Scheduling on the CELL Broadband Engine. CP 2008: 21-35
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Luca Benini, Michele Lombardi, Marco Mantovani, Michela Milano, Martino Ruggiero:
Multi-stage Benders Decomposition for Optimizing Multicore Architectures. CPAIOR 2008: 36-50
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Davide Brunelli, Luca Benini, Clemens Moser, Lothar Thiele:
An Efficient Solar Energy Harvester for Wireless Sensor Nodes. DATE 2008: 104-109
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Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Luca Benini, Giovanni De Micheli:
Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization. DATE 2008: 110-115
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Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini:
Robust and Low Complexity Rate Control for Solar Powered Sensors. DATE 2008: 230-235
[c211]
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Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
A Scalable Algorithmic Framework for Row-Based Power-Gating. DATE 2008: 379-384
[c210]
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Fabrizio Mulas, Michele Pittau, Marco Buttu, Salvatore Carta, Andrea Acquaviva, Luca Benini, David Atienza, Giovanni De Micheli:
Thermal Balancing Policy for Streaming Computing on Multiprocessor Architectures. DATE 2008: 734-739
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Bonesi Stefano, Davide Bertozzi, Luca Benini, Enrico Macii:
Process Variation Tolerant Pipeline Design Through a Placement-Aware Multiple Voltage Island Design Style. DATE 2008: 967-972
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Andrea Calimera, Luca Benini, Enrico Macii:
Optimal MTCMOS Reactivation Under Power Supply Noise and Performance Constraints. DATE 2008: 973-978
[c207]
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Simon Ogg, Enrico Valli, Bashir M. Al-Hashimi, Alexandre Yakovlev, Crescenzo D'Alessandro, Luca Benini:
Serialized Asynchronous Links for NoC. DATE 2008: 1003-1008
[c206]
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Igor Loi, Federico Angiolini, Luca Benini:
Developing Mesochronous Synchronizers to Enable 3D NoCs. DATE 2008: 1414-1419
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Bruno Bougard, Paul Marchal, Luca Benini, Doris Keitel-Schulz, Neal Checka:
HOT TOPIC - 3D Integration or How to Scale in the 21st Century. DATE 2008: 1516
[c204]
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Andrea Marongiu, Luca Benini, Andrea Acquaviva, Andrea Bartolini:
Analysis of Power Management Strategies for a Large-Scale SoC Platform in 65nm Technology. DSD 2008: 259-266
[c203]
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Michele Magno, Davide Brunelli, Piero Zappi, Luca Benini:
A Solar-powered Video Sensor Node for Energy Efficient Multimodal Surveillance. DSD 2008: 512-519
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Giacomo Paci, Axel Nackaerts, Francky Catthoor, Luca Benini, Paul Marchal:
How to Live with Uncertainties: Exploiting the Performance Benefits of Self-Timed Logic In Synchronous Design. DSD 2008: 550-557
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Martino Ruggiero, Michele Lombardi, Michela Milano, Luca Benini:
Cellflow: A Parallel Application Development Environment with Run-Time Support for the Cell BE Processor. DSD 2008: 645-650
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Martino Ruggiero, Andrea Bartolini, Luca Benini:
DBS4video: dynamic luminance backlight scaling based on multi-histogram frame characterization for video streaming application. EMSOFT 2008: 109-118
[c199]
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Piero Zappi, Clemens Lombriser, Thomas Stiefmeier, Elisabetta Farella, Daniel Roggen, Luca Benini, Gerhard Tröster:
Activity Recognition from On-Body Sensors: Accuracy-Power Trade-Off by Dynamic Sensor Selection. EWSN 2008: 17-33
[c198]
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Davide Brunelli, Massimo Maggiorotti, Luca Benini, Fabio Luigi Bellifemine:
Analysis of Audio Streaming Capability of Zigbee Networks. EWSN 2008: 189-204
[c197]
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Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Optimal sleep transistor synthesis under timing and area constraints. ACM Great Lakes Symposium on VLSI 2008: 177-182
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Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini:
Approximate Control Design for Solar Driven Sensor Nodes. HSCC 2008: 634-637
[c195]
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Igor Loi, Subhasish Mitra, Thomas H. Lee, Shinobu Fujita, Luca Benini:
A low-overhead fault tolerance scheme for TSV-based 3D network on chip links. ICCAD 2008: 598-602
[c194]
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Luca Benini, Davide Bertozzi, Michela Milano:
Resource Management Policy Handling Multiple Use-Cases in MPSoC Platforms Using Constraint Programming. ICLP 2008: 470-484
[c193]
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Michele Paselli, Frederik Petré, Olivier Rousseaux, Guy Meynants, Bert Gyselinckx, Marc Engels, Luca Benini:
A High-Performance Wireless Sensor Node for Industrial Control Applications. ICONS 2008: 235-240
[c192]
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Ashoka Visweswara Sathanur, Andrea Calimera, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
On quantifying the figures of merit of power-gating for leakage power minimization in nanometer CMOS circuits. ISCAS 2008: 2761-2764
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Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Multiple power-gating domain (multi-VGND) architecture for improved leakage power reduction. ISLPED 2008: 51-56
[c190]
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Francisco Gilabert Villamón, Simone Medardoni, Davide Bertozzi, Luca Benini, María Engracia Gómez, Pedro López, José Duato:
Exploring High-Dimensional Topologies for NoC Design Through an Integrated Analysis and Synthesis Framework. NOCS 2008: 107-116
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Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Temporal Discharge Current Driven Clustering for Improved Leakage Power Reduction in Row-Based Power-Gating. PATMOS 2008: 42-51
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Laura Rocchi, Marco Benocci, Elisabetta Farella, Luca Benini, Lorenzo Chiari:
Validation of a wireless portable biofeedback system for balance control: Preliminary results. PervasiveHealth 2008: 254-257
[c187]
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Elisabetta Farella, Omar Cafini, Luca Benini, Bruno Riccò:
A smart wireless glove for gesture interaction. SIGGRAPH Posters 2008: 44
2007
[j93]
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Elisabetta Farella, Luca Benini, Bruno Riccò, Andrea Acquaviva:
MOCA: A Low-Power, Low-Cost Motion Capture System Based on Integrated Accelerometers. Adv. Multim. 2007: 82638:1-82638:11 (2007)
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Luca Benini, Carlotta Guiducci, Christian Paulus:
Electronic Detection of DNA Hybridization: Toward CMOS Microarrays. IEEE Des. Test Comput. 24(1): 38-48 (2007)
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Christian W. Probst, Ulrich Kremer, Luca Benini, Peter Schelkens:
Power-aware computing systems. Int. J. Embed. Syst. 3(1/2): 3-7 (2007)
[j90]
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Giacomo Paci, Francesco Poletti, Luca Benini, Paul Marchal:
Exploring temperature-aware design in low-power MPSoCs. Int. J. Embed. Syst. 3(1/2): 43-51 (2007)
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Aliaksei Kerhet, Michele Magno, Francesco Leonardi, Andrea Boni, Luca Benini:
A low-power wireless video sensor node for distributed object detection. J. Real Time Image Process. 2(4): 331-342 (2007)
[j88]
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Antonio Pullini, Federico Angiolini, Srinivasan Murali, David Atienza, Giovanni De Micheli, Luca Benini:
Bringing NoCs to 65 nm. IEEE Micro 27(5): 75-85 (2007)
[j87]
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Clemens Moser, Davide Brunelli, Lothar Thiele, Luca Benini:
Real-time scheduling for energy harvesting sensor nodes. Real Time Syst. 37(3): 233-260 (2007)
[j86]
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Cesare Ferri, Tali Moreshet, R. Iris Bahar, Luca Benini, Maurice Herlihy:
A hardware/software framework for supporting transactional memory in a MPSoC environment. SIGARCH Comput. Archit. News 35(1): 47-54 (2007)
[j85]
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Francesco Poletti, Antonio Poggiali, Davide Bertozzi, Luca Benini, Pol Marchal, Mirko Loghi, Massimo Poncino:
Energy-Efficient Multiprocessor Systems-on-Chip for Embedded Computing: Exploring Programming Models and Their Architectural Support. IEEE Trans. Computers 56(5): 606-621 (2007)
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Federico Angiolini, Paolo Meloni, Salvatore Carta, Luigi Raffo, Luca Benini:
A Layout-Aware Analysis of Networks-on-Chip and Traditional Interconnects for MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(3): 421-434 (2007)
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Srinivasan Murali, Luca Benini, Giovanni De Micheli:
An Application-Specific Design Methodology for On-Chip Crossbar Generation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(7): 1283-1296 (2007)
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Rutuparna Tamhankar, Srinivasan Murali, Stergios Stergiou, Antonio Pullini, Federico Angiolini, Luca Benini, Giovanni De Micheli:
Timing-Error-Tolerant Network-on-Chip Design Methodology. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(7): 1297-1310 (2007)
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Salvatore Carta, Andrea Alimonda, Alessandro Pisano, Andrea Acquaviva, Luca Benini:
A control theoretic approach to energy-efficient pipelined computation in MPSoCs. ACM Trans. Embed. Comput. Syst. 6(4): 27 (2007)
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Mirko Loghi, Luca Benini, Massimo Poncino:
Power macromodeling of MPSoC message passing primitives. ACM Trans. Embed. Comput. Syst. 6(4): 31 (2007)
[j79]
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Iyad Al Khatib, Davide Bertozzi, Francesco Poletti, Luca Benini, Axel Jantsch, Mohamed Bechara, Hasan Khalifeh, Mazen Hajjar, Rustam Nabiev, Sven Jonsson:
Hardware/Software Architecture for Real-Time ECG Monitoring and Analysis Leveraging MPSoC Technology. Trans. High Perform. Embed. Archit. Compil. 1: 239-258 (2007)
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Sungroh Yoon, Luca Benini, Giovanni De Micheli:
Co-clustering: A Versatile Tool for Data Analysis in Biomedical Informatics. IEEE Trans. Inf. Technol. Biomed. 11(4): 493-494 (2007)
[j77]
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David Atienza, Pablo García Del Valle, Giacomo Paci, Francesco Poletti, Luca Benini, Giovanni De Micheli, Jose Manuel Mendias, Román Hermida:
HW-SW emulation framework for temperature-aware design in MPSoCs. ACM Trans. Design Autom. Electr. Syst. 12(3): 26:1-26:26 (2007)
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Srinivasan Murali, David Atienza, Paolo Meloni, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo:
Synthesis of Predictable Networks-on-Chip-Based Interconnect Architectures for Chip Multiprocessors. IEEE Trans. Very Large Scale Integr. Syst. 15(8): 869-880 (2007)
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Srinivasan Murali, David Atienza, Luca Benini, Giovanni De Micheli:
A Method for Routing Packets Across Multiple Paths in NoCs with In-Order Delivery and Fault-Tolerance Gaurantees. VLSI Design 2007: 37627:1-37627:11 (2007)
[j74]
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Paolo Meloni, Igor Loi, Federico Angiolini, Salvatore Carta, Massimo Barbaro, Luigi Raffo, Luca Benini:
Area and Power Modeling for Networks-on-Chip with Layout Awareness. VLSI Design 2007: 50285:1-50285:12 (2007)
[c186]
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Giacomo Paci, Paul Marchal, Luca Benini:
Exploration of Low Power Adders for a SIMD Data Path. ASP-DAC 2007: 914-919
[c185]
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Aliaksei Kerhet, Francesco Leonardi, Andrea Boni, Paolo Lombardo, Michele Magno, Luca Benini:
Distributed video surveillance using hardware-friendly sparse large margin classifiers. AVSS 2007: 87-92
[c184]
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Piero Zappi, Elisabetta Farella, Luca Benini:
Enhancing the spatial resolution of presence detection in a PIR based wireless surveillance network. AVSS 2007: 295-300
[c183]
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  - conf/cases/MarongiuBK07
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Andrea Marongiu, Luca Benini, Mahmut T. Kandemir:
Lightweight barrier-based parallelization support for non-cache-coherent MPSoC platforms. CASES 2007: 145-149
[c182]
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Iyad Al Khatib, Davide Bertozzi, Axel Jantsch, Luca Benini:
Performance analysis and design space exploration for high-end biomedical applications: challenges and solutions. CODES+ISSS 2007: 217-226
[c181]
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Federico Angiolini, M. Haykel Ben Jamaa, David Atienza, Luca Benini, Giovanni De Micheli:
Interactive presentation: Improving the fault tolerance of nanometric PLA designs. DATE 2007: 570-575
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Simone Medardoni, Martino Ruggiero, Davide Bertozzi, Luca Benini, Giovanni Strano, Carlo Pistritto:
Interactive presentation: Capturing the interaction of the communication, memory and I/O subsystems in memory-centric industrial MPSoC platforms. DATE 2007: 660-665
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Clemens Moser, Lothar Thiele, Davide Brunelli, Luca Benini:
Adaptive power management in energy harvesting systems. DATE 2007: 773-778
[c178]
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Ani Nahapetian, Paolo Lombardo, Andrea Acquaviva, Luca Benini, Majid Sarrafzadeh:
Dynamic reconfiguration in sensor networks with regenerative energy sources. DATE 2007: 1054-1059
[c177]
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Ashoka Visweswara Sathanur, Andrea Calimera, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Interactive presentation: Efficient computation of discharge current upper bounds for clustered sleep transistor sizing. DATE 2007: 1544-1549
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Emiliano Dolif, Michele Lombardi, Martino Ruggiero, Michela Milano, Luca Benini:
Communication-aware stochastic allocation and scheduling framework for conditional task graphs in multi-processor systems-on-chip. EMSOFT 2007: 47-56
[c175]
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Alessandro Dalla Torre, Martino Ruggiero, Luca Benini:
MP-Queue: an Efficient Communication Library for Embedded Streaming Multimedia Platforms. ESTIMedia 2007: 105-110
[c174]
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Salvatore Carta, Andrea Acquaviva, Pablo García Del Valle, David Atienza, Giovanni De Micheli, Fernando Rincón, Luca Benini, Jose Manuel Mendias:
Multi-processor operating system emulation framework with thermal feedback for systems-on-chip. ACM Great Lakes Symposium on VLSI 2007: 311-316
[c173]
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Andrea Calimera, Antonio Pullini, Ashoka Visweswara Sathanur, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Design of a family of sleep transistor cells for a clustered power-gating flow in 65nm technology. ACM Great Lakes Symposium on VLSI 2007: 501-504
[c172]
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Marco Mantovani, Simone Leardini, Martino Ruggiero, Andrea Acquaviva, Luca Benini:
A lightweight parallel java execution environment for embedded multiprocessor systems-on-chip. ACM Great Lakes Symposium on VLSI 2007: 509-512
[c171]
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David Atienza, Shashikanth Bobba, Massimo Poli, Giovanni De Micheli, Luca Benini:
System-Level Design for Nano-Electronics. ICECS 2007: 747-751
[c170]
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Ashoka Visweswara Sathanur, Antonio Pullini, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Timing-driven row-based power gating. ISLPED 2007: 104-109
[c169]
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Simone Medardoni, Davide Bertozzi, Luca Benini, Enrico Macii:
Control and datapath decoupling in the design of a NoC switch: area, power and performance implications. SoC 2007: 1-4
[c168]
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Stefano Baraldi, Alberto Del Bimbo, Lea Landucci, Nicola Torpei, Omar Cafini, Elisabetta Farella, Augusto Pieracci, Luca Benini:
Introducing tangerine: a tangible interactive natural environment. ACM Multimedia 2007: 831-834
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Igor Loi, Federico Angiolini, Luca Benini:
Supporting vertical links for 3D networks-on-chip: toward an automated design and analysis flow. Nano-Net 2007: 15
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Simon Ogg, Enrico Valli, Crescenzo D'Alessandro, Alexandre Yakovlev, Bashir M. Al-Hashimi, Luca Benini:
Reducing Interconnect Cost in NoC through Serialized Asynchronous Links. NOCS 2007: 219
[c165]
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Antonio Pullini, Federico Angiolini, Paolo Meloni, David Atienza, Srinivasan Murali, Luigi Raffo, Giovanni De Micheli, Luca Benini:
NoC Design and Implementation in 65nm Technology. NOCS 2007: 273-282
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Nikil D. Dutt, Kaustav Banerjee, Luca Benini, Kanishka Lahiri, Sudeep Pasricha:
Tutorial 5: SoC Communication Architectures: Technology, Current Practice, Research, and Trends. VLSI Design 2007: 8
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Luca Benini, Naehyuck Chang, Ulrich Kremer, Christian W. Probst:
Power-aware Computing Systems, 21.01. - 26.01.2007. Dagstuhl Seminar Proceedings 07041, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2007 [contents]
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Luca Benini, Naehyuck Chang, Ulrich Kremer, Christian W. Probst:
07041 Summary - Power-aware Computing Systems. Power-aware Computing Systems 2007
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Luca Benini, Naehyuck Chang, Ulrich Kremer, Christian W. Probst:
07041 Abstracts Collection - Power-aware Computing Systems. Power-aware Computing Systems 2007
2006
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Luca Benini, Giovanni De Micheli:
Networks on chips - technology and tools. The Morgan Kaufmann series in systems on silicon, Elsevier Morgan Kaufmann 2006, ISBN 978-0-12-370521-1, pp. I-X, 1-395
[j73]
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Daniele Masotti, Elisa Ficarra, Enrico Macii, Luca Benini:
Optimized Technique for Dna Structural Properties Discovering. Int. J. Artif. Intell. Tools 15(5): 695-710 (2006)
[j72]
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David Atienza, Stylianos Mamagkakis, Francesco Poletti, Jose Manuel Mendias, Francky Catthoor, Luca Benini, Dimitrios Soudris:
Efficient system-level prototyping of power-aware dynamic memory managers for embedded systems. Integr. 39(2): 113-130 (2006)
[j71]
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Kimish Patel, Enrico Macii, Massimo Poncino, Luca Benini:
Energy-Efficient Value Based Selective Refresh for Embedded DRAMS. J. Low Power Electron. 2(1): 70-79 (2006)
[j70]
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Claudio Stagni, Carlotta Guiducci, Luca Benini, Bruno Riccò, Sandro Carrara, Bruno Samorì, Christian Paulus, Meinrad Schienle, Marcin K. Augustyniak, Roland Thewes:
CMOS DNA Sensor Array With Integrated A/D Conversion Based on Label-Free Capacitance Measurement. IEEE J. Solid State Circuits 41(12): 2956-2964 (2006)
[j69]
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Luca Benini, Elisabetta Farella, Carlotta Guiducci:
Wireless sensor networks: Enabling technology for ambient intelligence. Microelectron. J. 37(12): 1639-1649 (2006)
[j68]
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Simona Rossi, Daniele Masotti, Christine Nardini, Elena Bonora, Giovanni Romeo, Enrico Macii, Luca Benini, Stefano Volinia:
TOM: a web-based integrated approach for identification of candidate disease genes. Nucleic Acids Res. 34(Web-Server-Issue): 285-292 (2006)
[j67]
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Sungroh Yoon, Luca Benini, Giovanni De Micheli:
A Pattern-Mining Method for High-Throughput Lab-on-a-Chip Data Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25(2): 358-377 (2006)
[j66]
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Kimish Patel, Luca Benini, Enrico Macii, Massimo Poncino:
Reducing Conflict Misses by Application-Specific Reconfigurable Indexing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25(12): 2626-2637 (2006)
[j65]
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Mirko Loghi, Massimo Poncino, Luca Benini:
Cache coherence tradeoffs in shared-memory MPSoCs. ACM Trans. Embed. Comput. Syst. 5(2): 383-407 (2006)
[j64]
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Fabio Cibin, Massimo Lanzoni, Luca Benini, Bruno Riccò:
Linux-Based Data Acquisition and Processing on Palmtop Computer. IEEE Trans. Instrum. Meas. 55(6): 2039-2044 (2006)
[c163]
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Elisa Ficarra, Enrico Macii, Giovanni De Micheli, Luca Benini:
Computer-Aided Evaluation of Protein Expression in Pathological Tissue Images. CBMS 2006: 413-418
[c162]
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Iyad Al Khatib, Davide Bertozzi, Francesco Poletti, Luca Benini, Axel Jantsch, Mohamed Bechara, Hasan Khalifeh, Mazen Hajjar, Rustam Nabiev, Sven Jonsson:
MPSoC ECG biochip: a multiprocessor system-on-chip for real-time human heart monitoring and analysis. Conf. Computing Frontiers 2006: 21-28
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Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano:
Allocation, Scheduling and Voltage Scaling on Energy Aware MPSoCs. CPAIOR 2006: 44-58
[c160]
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Iyad Al Khatib, Francesco Poletti, Davide Bertozzi, Luca Benini, Mohamed Bechara, Hasan Khalifeh, Axel Jantsch, Rustam Nabiev:
A multiprocessor system-on-chip for real-time biomedical monitoring and analysis: architectural design space exploration. DAC 2006: 125-130
[c159]
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David Atienza, Pablo García Del Valle, Giacomo Paci, Francesco Poletti, Luca Benini, Giovanni De Micheli, Jose Manuel Mendias:
A fast HW/SW FPGA-based thermal emulation framework for multi-processor system-on-chip. DAC 2006: 618-623
[c158]
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Srinivasan Murali, David Atienza, Luca Benini, Giovanni De Micheli:
A multi-path routing strategy with guaranteed in-order packet delivery and fault-tolerance for networks on chip. DAC 2006: 845-848
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Federico Angiolini, Paolo Meloni, Salvatore Carta, Luca Benini, Luigi Raffo:
Contrasting a NoC and a traditional interconnect fabric with layout awareness. DATE 2006: 124-129
[c156]
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Michele Sama, Vincenzo Pacella, Elisabetta Farella, Luca Benini, Bruno Riccò:
3dID: a low-power, low-cost hand motion capture device. DATE Designers' Forum 2006: 136-141
[c155]
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Simon Künzli, Francesco Poletti, Luca Benini, Lothar Thiele:
Combining simulation and formal methods for system-level performance analysis. DATE 2006: 236-241
[c154]
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Luca Benini:
Application specific NoC design. DATE 2006: 491-495
[c153]
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Giacomo Paci, Paul Marchal, Francesco Poletti, Luca Benini:
Exploring "temperature-aware" design in low-power MPSoCs. DATE 2006: 838-843
[c152]
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  - conf/date/BabighianBMM06
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Pietro Babighian, Luca Benini, Alberto Macii, Enrico Macii:
Enabling fine-grain leakage management by voltage anchor insertion. DATE 2006: 868-873
[c151]
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Federico Angiolini, Jianjiang Ceng, Rainer Leupers, Federico Ferrari, Cesare Ferri, Luca Benini:
An integrated open framework for heterogeneous MPSoC design space exploration. DATE 2006: 1145-1150
[c150]
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  - conf/ecrts/MoserTBB06
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Clemens Moser, Lothar Thiele, Luca Benini, Davide Brunelli:
Real-Time Scheduling with Regenerative Energy. ECRTS 2006: 261-270
[c149]
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Kimish Patel, Luca Benini, Enrico Macii, Massimo Poncino:
STV-Cache: a leakage energy-efficient architecture for data caches. ACM Great Lakes Symposium on VLSI 2006: 404-409
[c148]
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Srinivasan Murali, Paolo Meloni, Federico Angiolini, David Atienza, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo:
Designing application-specific networks on chips with floorplan information. ICCAD 2006: 355-362
[c147]
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Federico Angiolini, David Atienza, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
Reliability Support for On-Chip Memories Using Networks-on-Chip. ICCD 2006: 389-396
[c146]
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Clemens Moser, Davide Brunelli, Lothar Thiele, Luca Benini:
Lazy Scheduling for Energy Harvesting Sensor Nodes. DIPES 2006: 125-134
[c145]
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Christine Nardini, Daniele Masotti, Sungroh Yoon, Enrico Macii, Michael D. Kuo, Giovanni De Micheli, Luca Benini:
Mining Gene Sets for Measuring Similarities. ISCC 2006: 227-232
[c144]
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Elisabetta Farella, Augusto Pieracci, Luca Benini, Andrea Acquaviva:
A Wireless Body Area Sensor Network for Posture Detection. ISCC 2006: 454-459
[c143]
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Ashutosh Chakraborty, Karthik Duraisami, Ashoka Visweswara Sathanur, Prassanna Sithambaram, Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Dynamic thermal clock skew compensation using tunable delay buffers. ISLPED 2006: 162-167
[c142]
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Mirko Loghi, Massimo Poncino, Luca Benini:
Synchronization-driven dynamic speed scaling for MPSoCs. ISLPED 2006: 346-349
[c141]
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Claudio Stagni, D. Esposti, Carlotta Guiducci, Christian Paulus, Meinrad Schienle, Marcin K. Augustyniak, Giampaolo Zuccheri, Bruno Samorì, Luca Benini, Bruno Riccò, Roland Thewes:
Fully Electronic CMOS DNA Detection Array Based on Capacitance Measurement with On-Chip Analog-to-Digital Conversion. ISSCC 2006: 69-78
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Srinivasan Murali, Rutuparna Tamhankar, Federico Angiolini, Antonio Pullini, David Atienza, Luca Benini, Giovanni De Micheli:
Comparison of a Timing-Error Tolerant Scheme with a Traditional Re-transmission Mechanism for Networks on Chips. SoC 2006: 1-4
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Martino Ruggiero, Pari Gioia, Guerri Alessio, Luca Benini, Michela Milano, Davide Bertozzi, Alexandru Andrei:
A Cooperative, Accurate Solving Framework for Optimal Allocation, Scheduling and Frequency Selection on Energy-Efficient MPSoCs. SoC 2006: 1-4
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Davide Brunelli, Elisabetta Farella, Laura Rocchi, Marco Dozza, Lorenzo Chiari, Luca Benini:
Bio-feedback System for Rehabilitation Based on a Wireless Body Area Network. PerCom Workshops 2006: 527-531
[c137]
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Elisabetta Farella, M. Sile O'Modhrain, Luca Benini, Bruno Riccò:
Gesture Signature for Ambient Intelligence Applications: A Feasibility Study. Pervasive 2006: 288-304
[c136]
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Manish Verma, Lars Wehmeyer, Robert Pyka, Peter Marwedel, Luca Benini:
Compilation and Simulation Tool Chain for Memory Aware Energy Optimizations . SAMOS 2006: 279-288
[c135]
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Pablo García Del Valle, David Atienza, Ivan Magan, Javier Garcia Flores, Esther Andres Perez, Jose Manuel Mendias, Luca Benini, Giovanni De Micheli:
A Complete Multi-Processor System-on-Chip FPGA-Based Emulation Framework. VLSI-SoC 2006: 140-145
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Srinivasan Murali, Paolo Meloni, Federico Angiolini, David Atienza, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo:
Designing Message-Dependent Deadlock Free Networks on Chips for Application-Specific Systems on Chips. VLSI-SoC 2006: 158-163
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Srinivasan Murali, Paolo Meloni, Federico Angiolini, David Atienza, Salvatore Carta, Luca Benini, Giovanni De Micheli, Luigi Raffo:
Designing Routing and Message-Dependent Deadlock Free Networks on Chips. VLSI-SoC (Selected Papers) 2006: 337-355
2005
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Srinivasan Murali, Theo Theocharides, Narayanan Vijaykrishnan, Mary Jane Irwin, Luca Benini, Giovanni De Micheli:
Analysis of Error Recovery Schemes for Networks on Chips. IEEE Des. Test Comput. 22(5): 434-442 (2005)
[j62]
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Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano, Francesco Poletti:
Measuring Efficiency and Executability of Allocation and Scheduling in Multi-Processor Systems-on-Chip. Intelligenza Artificiale 2(3): 13-20 (2005)
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Elisabetta Farella, Davide Brunelli, Luca Benini, Bruno Riccò, Maria Elena Bonfigli:
Pervasive Computing for Interactive Virtual Heritage. IEEE Multim. 12(3): 46-58 (2005)
[j60]
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Emanuele Lattanzi, Aman Gayasen, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Luca Benini, Alessandro Bogliolo:
Improving Java performance using dynamic method migration on FPGAs. Int. J. Embed. Syst. 1(3/4): 228-236 (2005)
[j59]
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Elisa Ficarra, Daniele Masotti, Enrico Macii, Luca Benini, Giampaolo Zuccheri, Bruno Samorì:
Automatic intrinsic DNA curvature computation from AFM images. IEEE Trans. Biomed. Eng. 52(12): 2074-2086 (2005)
[j58]
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Pietro Babighian, Luca Benini, Enrico Macii:
A scalable algorithm for RTL insertion of gated clocks based on ODCs computation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 24(1): 29-42 (2005)
[j57]
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Davide Bertozzi, Luca Benini, Giovanni De Micheli:
Error control schemes for on-chip communication links: the energy-reliability tradeoff. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 24(6): 818-831 (2005)
[j56]
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Federico Angiolini, Luca Benini, Alberto Caprara:
An efficient profile-based algorithm for scratchpad memory partitioning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 24(11): 1660-1676 (2005)
[j55]
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Sungroh Yoon, Christine Nardini, Luca Benini, Giovanni De Micheli:
Discovering Coherent Biclusters from Gene Expression Data Using Zero-Suppressed Binary Decision Diagrams. IEEE ACM Trans. Comput. Biol. Bioinform. 2(4): 339-354 (2005)
[j54]
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Elisa Ficarra, Luca Benini, Enrico Macii, Giampaolo Zuccheri:
Automated DNA fragments recognition and sizing through AFM image processing. IEEE Trans. Inf. Technol. Biomed. 9(4): 508-517 (2005)
[j53]
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Davide Bertozzi, Antoine Jalabert, Srinivasan Murali, Rutuparna Tamhankar, Stergios Stergiou, Luca Benini, Giovanni De Micheli:
NoC Synthesis Flow for Customized Domain Specific Multiprocessor Systems-on-Chip. IEEE Trans. Parallel Distributed Syst. 16(2): 113-129 (2005)
[j52]
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Luca Benini, Davide Bertozzi, Alessandro Bogliolo, Francesco Menichelli, Mauro Olivieri:
MPARM: Exploring the Multi-Processor SoC Design Space with SystemC. J. VLSI Signal Process. 41(2): 169-182 (2005)
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Srinivasan Murali, Luca Benini, Giovanni De Micheli:
Mapping and physical planning of networks-on-chip architectures with quality-of-service guarantees. ASP-DAC 2005: 27-32
[c131]
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Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano:
Allocation and Scheduling for MPSoCs via Decomposition and No-Good Generation. CP 2005: 107-121
[c130]
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Claudio Stagni, Carlotta Guiducci, Massimo Lanzoni, Luca Benini, Bruno Riccò:
Hardware-Software Design of a Smart Sensor for Fully-Electronic DNA Hybridization Detection. DATE 2005: 198-203
[c129]
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Mirko Loghi, Martin Letis, Luca Benini, Massimo Poncino:
Exploring the energy efficiency of cache coherence protocols in single-chip multi-processors. ACM Great Lakes Symposium on VLSI 2005: 276-281
[c128]
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Pietro Babighian, Luca Benini, Alberto Macii, Enrico Macii:
Low-overhead state-retaining elements for low-leakage MTCMOS design. ACM Great Lakes Symposium on VLSI 2005: 367-370
[c127]
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Martino Ruggiero, Andrea Acquaviva, Davide Bertozzi, Luca Benini:
Application-Specific Power-Aware Workload Allocation for Voltage Scalable MPSoC Platforms. ICCD 2005: 87-93
[c126]
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Elisabetta Farella, Augusto Pieracci, Davide Brunelli, Luca Benini, Bruno Riccò, Andrea Acquaviva:
Design and Implementation of WiMoCA Node for a Body Area Wireless Sensor Network. Systems Communications 2005: 342-347
[c125]
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Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano:
Allocation and Scheduling for MPSoCs via decomposition and no-good generation. IJCAI 2005: 1517-1518
[c124]
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Nicolas Genko, David Atienza, Giovanni De Micheli, Luca Benini, Jose Manuel Mendias, Román Hermida, Francky Catthoor:
A novel approach for network on chip emulation. ISCAS (3) 2005: 2365-2368
[c123]
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Andrea Prati, Roberto Vezzani, Luca Benini, Elisabetta Farella, Piero Zappi:
An integrated multi-modal sensor network for video surveillance. VSSN@MM 2005: 95-102
[c122]
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Federico Angiolini, Paolo Meloni, Luca Benini, Salvatore Carta, Luigi Raffo:
Networks on Chips: A Synthesis Perspective. PARCO 2005: 745-752
[c121]
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Kimish Patel, Luca Benini, Enrico Macii, Massimo Poncino:
Energy-Efficient Value-Based Selective Refresh for Embedded DRAMs. PATMOS 2005: 466-476
[c120]
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Luca Benini:
Advanced power management of SoC platforms. SBCCI 2005: 1
[c119]
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Luca Benini:
Energy efficient NoC design. SBCCI 2005: 6
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Antonio Pullini, Federico Angiolini, Davide Bertozzi, Luca Benini:
Fault tolerance overhead in network-on-chip flow control schemes. SBCCI 2005: 224-229
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Suresh Srinivasan, Federico Angiolini, Martino Ruggiero, Luca Benini, Narayanan Vijaykrishnan:
Simultaneous memory and bus partitioning for SoC architectures. SoCC 2005: 125-128
[c116]
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Shankar Mahadevan, Federico Angiolini, Jens Sparsø, Luca Benini, Jan Madsen:
A Traffic Injection Methodology with Support for System-Level Synchronization. VLSI-SoC 2005: 145-161
[c115]
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Luca Benini, Sandeep K. Shukla, Rajesh K. Gupta:
Architectural, System Level and Protocol Level Techniques for Power Optimization for Networked Embedded Systems. VLSI Design 2005: 18-20
[p4]
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Davide Bertozzi, Luca Benini, Giovanni De Micheli:
Network On-Chip Design for Gigascale Systems-on-Chip. The Industrial Information Technology Handbook 2005
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Luca Benini, Ulrich Kremer, Christian W. Probst, Peter Schelkens:
Power-aware Computing Systems, 3.-8. April 2005. Dagstuhl Seminar Proceedings 05141, Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany 2005 [contents]
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Luca Benini, Davide Bertozzi, Giovanni De Micheli:
Network-on-Chip Design for Gigascale Systems-on-Chip. Embedded Systems Handbook 2005
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Davide Bertozzi, Luca Benini, Marisa López-Vallejo, José L. Ayala:
State-of-the-Art SoC Communication Architectures. Embedded Systems Handbook 2005
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Luca Benini, Ulrich Kremer, Christian W. Probst, Peter Schelkens:
05141 Summary - Power-aware Computing Systems. Power-aware Computing Systems 2005
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Luca Benini, Ulrich Kremer, Christian W. Probst, Peter Schelkens:
05141 Abstracts Collection - Power-aware Computing Systems. Power-aware Computing Systems 2005
2004
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Paul Marchal, Francky Catthoor, Davide Bruni, Luca Benini, José Ignacio Gómez, Luis Piñuel:
Integrated Task Scheduling and Data Assignment for SDRAMs in Dynamic Applications. IEEE Des. Test Comput. 21(5): 378-387 (2004)
[j50]
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Luca Benini:
Guest Editorial. Integr. 38(1): 1-2 (2004)
[j49]
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Terry Tao Ye, Luca Benini, Giovanni De Micheli:
Packetization and routing analysis of on-chip multiprocessor networks. J. Syst. Archit. 50(2-3): 81-104 (2004)
[j48]
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Alessandro Bogliolo, Luca Benini, Emanuele Lattanzi, Giovanni De Micheli:
Specification and analysis of power-managed systems. Proc. IEEE 92(8): 1308-1346 (2004)
[j47]
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Luca Benini, Francesco Menichelli, Mauro Olivieri:
A Class of Code Compression Schemes for Reducing Power Consumption in Embedded Microprocessor Systems. IEEE Trans. Computers 53(4): 467-482 (2004)
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Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii:
Memory energy minimization by data compression: algorithms, architectures and implementation. IEEE Trans. Very Large Scale Integr. Syst. 12(3): 255-268 (2004)
[c114]
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Daniele Masotti, Elisa Ficarra, Enrico Macii, Luca Benini:
Techniques for Enhancing Computation of DNA Curvature Molecules. BIBE 2004: 22-29
[c113]
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Sungroh Yoon, Christine Nardini, Luca Benini, Giovanni De Micheli:
Enhanced pClustering and Its Applications to Gene Expression Data. BIBE 2004: 275-282
[c112]
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  - conf/cases/AngioliniMFBO04
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Federico Angiolini, Francesco Menichelli, Alberto Ferrero, Luca Benini, Mauro Olivieri:
A post-compiler approach to scratchpad mapping of code. CASES 2004: 259-267
[c111]
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Riccardo Barbieri, Elisabetta Farella, Luca Benini, Bruno Riccò, Andrea Acquaviva:
A low-power motion capture system with integrated accelerometers [gesture recognition applications]. CCNC 2004: 418-423
[c110]
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Francesco Poletti, Paul Marchal, David Atienza, Luca Benini, Francky Catthoor, Jose Manuel Mendias:
An integrated hardware/software approach for run-time scratchpad management. DAC 2004: 238-243
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Francesco Menichelli, Mauro Olivieri, Luca Benini, Monica Donno, Labros Bisdounis:
A Simulation-Based Power-Aware Architecture Exploration of a Multiprocessor System-on-Chip Design. DATE 2004: 312-317
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Pietro Babighian, Luca Benini, Enrico Macii:
A Scalable ODC-Based Algorithm for RTL Insertion of Gated Clocks. DATE 2004: 500-505
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Luca Benini, Alessandro Ivaldi, Alberto Macii, Enrico Macii:
Block-Enabled Memory Macros: Design Space Exploration and Application-Specific Tuning. DATE 2004: 698-699
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Pietro Babighian, Luca Benini, Enrico Macii:
Sizing and Characterization of Leakage-Control Cells for Layout-Aware Distributed Power-Gating. DATE 2004: 720-723
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Mirko Loghi, Federico Angiolini, Davide Bertozzi, Luca Benini, Roberto Zafalon:
Analyzing On-Chip Communication in a MPSoC Environment. DATE 2004: 752-757
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Antoine Jalabert, Srinivasan Murali, Luca Benini, Giovanni De Micheli:
×pipesCompiler: A Tool for Instantiating Application Specific Networks on Chip. DATE 2004: 884-889
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Mirko Loghi, Massimo Poncino, Luca Benini:
Cycle-accurate power analysis for multiprocessor systems-on-a-chip. ACM Great Lakes Symposium on VLSI 2004: 410-406
[c102]
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Kimish Patel, Enrico Macii, Luca Benini, Massimo Poncino:
Reducing cache misses by application-specific re-configurable indexing. ICCAD 2004: 125-130
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Mirko Loghi, Luca Benini, Massimo Poncino:
Analyzing Power Consumption of Message Passing Primitives in a Single-Chip Multiprocessor. ICCD 2004: 393-396
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Emanuele Lattanzi, Aman Gayasen, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Luca Benini, Alessandro Bogliolo:
Improving Java Performance Using Dynamic Method Migration on FPGAs. IPDPS 2004
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Pietro Babighian, Luca Benini, Alberto Macii, Enrico Macii:
Post-layout leakage power minimization based on distributed sleep transistor insertion. ISLPED 2004: 138-143
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Davide Bertozzi, Luca Benini, Giovanni De Micheli:
Energy-Efficient Network-On-Chip Design. Ultra Low-Power Electronics and Design 2004: 214-232
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Andrea Acquaviva, Luca Benini:
Adaptive Algorithmic Power Optimization for Multimedia Workload in Mobile Environments. Mobile Computing Handbook 2004
2003
[j45]
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Luca Benini, Davide Bertozzi, Davide Bruni, Nicola Drago, Franco Fummi, Massimo Poncino:
SystemC Cosimulation and Emulation of Multiprocessor SoC Designs. Computer 36(4): 53-59 (2003)
[j44]
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Francesco Poletti, Davide Bertozzi, Luca Benini, Alessandro Bogliolo:
Performance Analysis of Arbitration Policies for SoC Communication Architectures. Des. Autom. Embed. Syst. 8(2-3): 189-210 (2003)
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Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii, Massimo Poncino:
Discharge Current Steering for Battery Lifetime Optimization. IEEE Trans. Computers 52(8): 985-995 (2003)
[j42]
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Luca Benini, Alberto Macii, Massimo Poncino:
Energy-aware design of embedded memories: A survey of technologies, architectures, and optimization techniques. ACM Trans. Embed. Comput. Syst. 2(1): 5-32 (2003)
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Vivek De, Luca Benini:
Guest editorial. IEEE Trans. Very Large Scale Integr. Syst. 11(5): 753-754 (2003)
[j40]
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Scheduling battery usage in mobile systems. IEEE Trans. Very Large Scale Integr. Syst. 11(6): 1136-1143 (2003)
[c98]
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Luca Benini:
Advanced power management techniques: going beyond intelligent shutdown. ASP-DAC 2003: 385-389
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Federico Angiolini, Luca Benini, Alberto Caprara:
Polynomial-time algorithm for on-chip scratchpad memory partitioning. CASES 2003: 318-326
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Luca Benini, Alberto Macii, Enrico Macii, Elvira Omerbegovic, Fabrizio Pro, Massimo Poncino:
Energy-aware design techniques for differential power analysis protection. DAC 2003: 36-41
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Monica Donno, Alessandro Ivaldi, Luca Benini, Enrico Macii:
Clock-tree power optimization based on RTL clock-gating. DAC 2003: 622-627
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Twan Basten, Luca Benini, Anantha P. Chandrakasan, Menno Lindwer, Jie Liu, Rex Min, Feng Zhao:
Scaling into Ambient Intelligence. DATE 2003: 10076-10083
[c93]
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Terry Tao Ye, Luca Benini, Giovanni De Micheli:
Packetized On-Chip Interconnect Communication Analysis for MPSoC. DATE 2003: 10344-10349
[c92]
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Paul Marchal, José Ignacio Gómez, Luis Piñuel, Davide Bruni, Luca Benini, Francky Catthoor, Henk Corporaal:
SDRAM-Energy-Aware Memory Allocation for Dynamic Multi-Media Applications on Multi-Processor Platforms. DATE 2003: 10516-10523
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Davide Bertozzi, Anand Raghunathan, Luca Benini, Srivaths Ravi:
Transport Protocol Optimization for Energy Efficient Wireless Embedded Systems. DATE 2003: 10706-10713
[c90]
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Luca Benini, Alberto Macii, Enrico Macii, Elvira Omerbegovic, Massimo Poncino, Fabrizio Pro:
A novel architecture for power maskable arithmetic units. ACM Great Lakes Symposium on VLSI 2003: 136-140
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Matteo Dall'Osso, Gianluca Biccari, Luca Giovannini, Davide Bertozzi, Luca Benini:
xpipes: a Latency Insensitive Parameterized Network-on-chip Architecture For Multi-Processor SoCs. ICCD 2003: 536-
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Luca Benini, Angelo Galati, Alberto Macii, Enrico Macii, Massimo Poncino:
Energy-efficient data scrambling on memory-processor interfaces. ISLPED 2003: 26-29
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Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii:
Hardw are Implementation of Data Compression Algorithms for Memory Energy Optimization. ISVLSI 2003: 250-251
[c86]
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B. Arts, N. van der Eng, Marc J. M. Heijligers, H. Munk, Frans Theeuwen, Luca Benini, Enrico Macii, A. Milia, Roberto Maro, A. Bellu:
Statistical Power Estimation of Behavioral Descriptions. PATMOS 2003: 197-207
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Davide Bertozzi, Luca Benini, Giovanni De Micheli:
Energy-Reliability trade-Off for NoCs. Networks on Chip 2003: 107-129
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Pol Marchal, José Ignacio Gómez, Davide Bruni, Luca Benini, Luis Piñuel, Francky Catthoor, Henk Corporaal:
SDRAM-Energy-Aware Memory Allocation for Dynamic Multi-Media Applications on Multi-Processor Platforms. Embedded Software for SoC 2003: 319-330
2002
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Alberto Macii, Luca Benini, Massimo Poncino:
Memory design techniques for low energy embedded systems. Kluwer 2002, ISBN 978-0-7923-7690-3, pp. I-VII, 1-144
[j39]
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Luca Benini, Giovanni De Micheli:
Networks on Chips: A New SoC Paradigm. Computer 35(1): 70-78 (2002)
[j38]
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Luca Benini, Davide Bruni, Mauro Chinosi, Cristina Silvano, Vittorio Zaccaria, Roberto Zafalon:
A Framework for Modeling and Estimating the Energy Dissipation of VLIW-Based Embedded Systems. Des. Autom. Embed. Syst. 7(3): 183-203 (2002)
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Marcello Dalpasso, Alessandro Bogliolo, Luca Benini:
Virtual Simulation of Distributed IP-Based Designs. IEEE Des. Test Comput. 19(5): 92-104 (2002)
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Eui-Young Chung, Luca Benini, Alessandro Bogliolo, Yung-Hsiang Lu, Giovanni De Micheli:
Dynamic Power Management for Nonstationary Service Requests. IEEE Trans. Computers 51(11): 1345-1361 (2002)
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Eui-Young Chung, Luca Benini, Giovanni De Micheli, Gabriele Luculli, Marco Carilli:
Value-sensitive automatic code specialization for embedded software. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 21(9): 1051-1067 (2002)
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Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli:
Dynamic frequency scaling with buffer insertion for mixed workloads. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 21(11): 1284-1305 (2002)
[j33]
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Luca Benini, Luca Macchiarulo, Alberto Macii, Massimo Poncino:
Layout-driven memory synthesis for embedded systems-on-chip. IEEE Trans. Very Large Scale Integr. Syst. 10(2): 96-105 (2002)
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Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli:
Power-aware operating systems for interactive systems. IEEE Trans. Very Large Scale Integr. Syst. 10(2): 119-134 (2002)
[j31]
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Minimizing memory access energy in embedded systems by selective instruction compression. IEEE Trans. Very Large Scale Integr. Syst. 10(5): 521-531 (2002)
[c85]
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Franco Gatti, Andrea Acquaviva, Luca Benini, Bruno Riccò:
Low Power Control Techniques For TFT LCD Displays. CASES 2002: 218-224
[c84]
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Davide Bruni, Luca Benini, Bruno Riccò:
System lifetime extension by battery management: an experimental work. CASES 2002: 232-237
[c83]
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Terry Tao Ye, Giovanni De Micheli, Luca Benini:
Analysis of power consumption on switch fabrics in network routers. DAC 2002: 524-529
[c82]
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Davide Bertozzi, Luca Benini, Giovanni De Micheli:
Low Power Error Resilient Encoding for On-Chip Data Buses. DATE 2002: 102-109
[c81]
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Giovanni De Micheli, Luca Benini:
Networks on Chip: A New Paradigm for Systems on Chip Design. DATE 2002: 418-419
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Luca Benini, Davide Bruni, Alberto Macii, Enrico Macii:
Hardware-Assisted Data Compression for Energy Minimization in Systems with Embedded Processors. DATE 2002: 449-453
[c79]
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Luca Benini, Davide Bertozzi, Davide Bruni, Nicola Drago, Franco Fummi, Massimo Poncino:
Legacy SystemC Co-Simulation of Multi-Processor Systems-on-Chip. ICCD 2002: 494-499
[c78]
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Elisa Ficarra, Luca Benini, Bruno Riccò, Giampaolo Zuccheri:
Automated DNA sizing in atomic force microscope images. ISBI 2002: 453-456
[c77]
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Davide Bertozzi, Luca Benini, Bruno Riccò:
Energy-efficient and reliable low-swing signaling for on-chip buses based on redundant coding. ISCAS (1) 2002: 93-96
[c76]
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Luca Benini, Davide Bruni, Bruno Riccò, Alberto Macii, Enrico Macii:
An adaptive data compression scheme for memory traffic minimization in processor-based systems. ISCAS (4) 2002: 866-869
[c75]
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Eui-Young Chung, Giovanni De Micheli, Luca Benini:
Contents provider-assisted dynamic voltage scaling for low energy multimedia applications. ISLPED 2002: 42-47
[c74]
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Discharge current steering for battery lifetime optimization. ISLPED 2002: 118-123
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Davide Bertozzi, Luca Benini, Bruno Riccò:
Parametric timing and power macromodels for high level simulation of low-swing interconnects. ISLPED 2002: 307-312
[c72]
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Luca Benini, Alberto Macii, Enrico Macii:
Offline Data Profiling Techniques to Enhance Memory Compression in Embedded Systems. PATMOS 2002: 314-322
[c71]
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Davide Bertozzi, Luca Benini, Bruno Riccò:
Power aware network interface management for streaming multimedia. WCNC 2002: 926-930
2001
[j30]
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Luca Benini, Giuliano Castelli, Alberto Macii, Riccardo Scarsi:
Battery-Driven Dynamic Power Management. IEEE Des. Test Comput. 18(2): 53-60 (2001)
[j29]
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Andrea Acquaviva, Luca Benini, Bruno Riccò:
Energy characterization of embedded real-time operating systems. SIGARCH Comput. Archit. News 29(5): 13-18 (2001)
[j28]
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Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli:
Event-driven power management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20(7): 840-857 (2001)
[j27]
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Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino:
Synthesis of power-managed sequential components based oncomputational kernel extraction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20(9): 1118-1131 (2001)
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Andrea Acquaviva, Luca Benini, Bruno Riccò:
Software-controlled processor speed setting for low-power streamingmultimedia. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20(11): 1283-1292 (2001)
[j25]
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Tajana Simunic, Luca Benini, Giovanni De Micheli:
Energy-efficient design of battery-powered embedded systems. IEEE Trans. Very Large Scale Integr. Syst. 9(1): 15-28 (2001)
[j24]
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Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Discrete-time battery models for system-level low-power design. IEEE Trans. Very Large Scale Integr. Syst. 9(5): 630-640 (2001)
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Andrea Acquaviva, Luca Benini, Bruno Riccò:
Processor frequency setting for energy minimization of streaming multimedia application. CODES 2001: 249-253
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Tajana Simunic, Luca Benini, Andrea Acquaviva, Peter W. Glynn, Giovanni De Micheli:
Dynamic Voltage Scaling and Power Management for Portable Systems. DAC 2001: 524-529
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Davide Bruni, Alessandro Bogliolo, Luca Benini:
Statistical Design Space Exploration for Application-Specific Unit Synthesis. DAC 2001: 641-646
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Luca Benini, Luca Macchiarulo, Alberto Macii, Enrico Macii, Massimo Poncino:
From Architecture to Layout: Partitioned Memory Synthesis for Embedded Systems-on-Chip. DAC 2001: 784-789
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Ting Zhang, Luca Benini, Giovanni De Micheli:
Component selection and matching for IP-based design. DATE 2001: 40-46
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Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Extending lifetime of portable systems by battery scheduling. DATE 2001: 197-203
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Andrea Acquaviva, Luca Benini, Bruno Riccò:
An adaptive algorithm for low-power streaming multimedia processing. DATE 2001: 273-279
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Luca Macchiarulo, Luca Benini, Enrico Macii:
On-the-fly layout generation for PTL macrocells. DATE 2001: 546-551
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Davide Bruni, G. Olivieri, Alessandro Bogliolo, Luca Benini:
Delay-sensitive power estimation at the register-transfer level. ICECS 2001: 1031-1034
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Eui-Young Chung, Luca Benini, Giovanni De Micheli:
Automatic source code specialization for energy reduction. ISLPED 2001: 80-83
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Luca Benini, Alberto Macii, Alberto Nannarelli:
Cached-code compression for energy minimization in embedded processors. ISLPED 2001: 322-327
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Luca Benini, Giovanni De Micheli:
Powering Networks on Chips: Energy-Efficient and Reliable Interconnect Design for SoCs. ISSS 2001: 33-38
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Eui-Young Chung, Luca Benini, Giovanni De Micheli:
Source code transformation based on software cost analysis. ISSS 2001: 153-158
2000
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Increasing Energy Efficiency of Embedded Systems by Application-Specific Memory Hierarchy Generation. IEEE Des. Test Comput. 17(2): 74-85 (2000)
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Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
A multilevel engine for fast power simulation of realistic inputstreams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 19(4): 459-472 (2000)
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Luca Benini, Alberto Macii, Massimo Poncino, Riccardo Scarsi:
Architectures and synthesis algorithms for power-efficient businterfaces. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 19(9): 969-980 (2000)
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Luca Benini, Giovanni De Micheli:
System-level power optimization: techniques and tools. ACM Trans. Design Autom. Electr. Syst. 5(2): 115-192 (2000)
[j19]
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Luca Benini, Giovanni De Micheli:
Synthesis of low-power selectively-clocked systems from high-level specification. ACM Trans. Design Autom. Electr. Syst. 5(3): 311-321 (2000)
[j18]
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Alessandro Bogliolo, Luca Benini, Giovanni De Micheli:
Regression-based RTL power modeling. ACM Trans. Design Autom. Electr. Syst. 5(3): 337-372 (2000)
[j17]
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Luca Benini, Giovanni De Micheli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Glitch power minimization by selective gate freezing. IEEE Trans. Very Large Scale Integr. Syst. 8(3): 287-298 (2000)
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Luca Benini, Alessandro Bogliolo, Giovanni De Micheli:
A survey of design techniques for system-level dynamic power management. IEEE Trans. Very Large Scale Integr. Syst. 8(3): 299-316 (2000)
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Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli:
Low-power task scheduling for multiple devices. CODES 2000: 39-43
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Synthesis of application-specific memories for power optimization in embedded systems. DAC 2000: 300-303
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Marcello Dalpasso, Alessandro Bogliolo, Luca Benini:
Hardware/software IP protection. DAC 2000: 593-596
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Yung-Hsiang Lu, Eui-Young Chung, Tajana Simunic, Giovanni De Micheli, Luca Benini:
Quantitative Comparison of Power Management Algorithms. DATE 2000: 20-26
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Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
A Discrete-Time Battery Model for High-Level Power Estimation. DATE 2000: 35-39
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Marcello Dalpasso, Alessandro Bogliolo, Luca Benini, Michele Favalli:
Virtual Fault Simulation of Distributed IP-Based Designs. DATE 2000: 99-103
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Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli:
Dynamic Power Management of Laptop Hard Disk. DATE 2000: 736
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Luca Benini, Marco Ferrero, Alberto Macii, Enrico Macii, Massimo Poncino:
Supporting system-level power exploration for DSP applications. ACM Great Lakes Symposium on VLSI 2000: 17-22
[c49]
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Luca Benini, Alessandro Bogliolo, Enrico Macii, Massimo Poncino, Mihai Surmei:
Regression-based RTL power models for controllers. ACM Great Lakes Symposium on VLSI 2000: 147-152
[c48]
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Yung-Hsiang Lu, Luca Benini, Giovanni De Micheli:
Operating-system directed power reduction. ISLPED 2000: 37-42
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Luca Benini, Alberto Macii, Massimo Poncino:
A recursive algorithm for low-power memory partitioning. ISLPED 2000: 78-83
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Yung-Hsiang Lu, Giovanni De Micheli, Luca Benini:
Requester-Aware Power Reduction. ISSS 2000: 18-24
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Luca Benini, Giuliano Castelli, Alberto Macii, Enrico Macii, Riccardo Scarsi:
Battery-Driven Dynamic Power Management of Portable Systems. ISSS 2000: 25-33
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Tajana Simunic, Giovanni De Micheli, Luca Benini, Mat Hans:
Source Code Optimization and Profiling of Energy Consumption in Embedded Systems. ISSS 2000: 193-199
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Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli:
Dynamic power management for portable systems. MobiCom 2000: 11-19

1990 – 1999

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1999
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Hema Kapadia, Luca Benini, Giovanni De Micheli:
Reducing switching activity on datapath buses with control-signal gating. IEEE J. Solid State Circuits 34(3): 405-414 (1999)
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Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino:
Automatic Synthesis of Large Telescopic Units Based on Near-Minimum Timed Supersetting. IEEE Trans. Computers 48(8): 769-779 (1999)
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Luca Benini, Alessandro Bogliolo, Giuseppe A. Paleologo, Giovanni De Micheli:
Policy optimization for dynamic power management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 18(6): 813-833 (1999)
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Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Symbolic synthesis of clock-gating logic for power optimization of synchronous controllers. ACM Trans. Design Autom. Electr. Syst. 4(4): 351-375 (1999)
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Marcello Dalpasso, Alessandro Bogliolo, Luca Benini:
Virtual Simulation of Distributed IP-based Designs. DAC 1999: 50-55
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Synthesis of Low-Overhead Interfaces for Power-Efficient Communication over Wide Buses. DAC 1999: 128-133
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Luca Benini, Giovanni De Micheli, Enrico Macii, Giuseppe Odasso, Massimo Poncino:
Kernel-Based Power Optimization of RTL Components: Exact and Approximate Extraction Algorithms. DAC 1999: 247-252
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Tajana Simunic, Luca Benini, Giovanni De Micheli:
Cycle-Accurate Simulation of Energy Consumption in Embedded Systems. DAC 1999: 867-872
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Eui-Young Chung, Luca Benini, Alessandro Bogliolo, Giovanni De Micheli:
Dynamic Power Management for non-stationary service requests. DATE 1999: 77-81
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Luca Benini, Giovanni De Micheli, Alberto Macii, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Glitch Power Minimization by Gate Freezing. DATE 1999: 163-167
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Marcello Dalpasso, Alessandro Bogliolo, Luca Benini:
Specification and Validation of Distributed IP-Based Designs with JavaCAD. DATE 1999: 684-688
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Region Compression: A New Scheme for Memory Energy Minimization in Embedded Systems. EUROMICRO 1999: 1311-1317
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Eui-Young Chung, Luca Benini, Giovanni De Micheli:
Dynamic power management using adaptive learning tree. ICCAD 1999: 274-279
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Alessandro Bogliolo, Luca Benini, Bruno Riccò, Giovanni De Micheli:
Efficient switching activity computation during high-level synthesis of control-dominated designs. ISLPED 1999: 127-132
[c32]
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Luca Benini, Alberto Macii, Enrico Macii, Massimo Poncino:
Selective instruction compression for memory energy reduction in embedded systems. ISLPED 1999: 206-211
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Tajana Simunic, Luca Benini, Giovanni De Micheli:
Energy-efficient design of battery-powered embedded systems. ISLPED 1999: 212-217
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Luca Benini, Giovanni De Micheli:
System-level power optimization: techniques and tools. ISLPED 1999: 288-293
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Tajana Simunic, Giovanni De Micheli, Luca Benini:
Event-Driven Power Management of Portable Systems. ISSS 1999: 18-23
1998
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Luca Benini, Giovanni De Micheli:
Dynamic power management - design techniques and CAD tools. Kluwer 1998, ISBN 978-0-7923-8086-3, pp. I-XIII, 1-231
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Luca Benini, Alessandro Bogliolo, Michele Favalli, Giovanni De Micheli:
Regression Models for Behavioral Power Estimation. Integr. Comput. Aided Eng. 5(2): 95-106 (1998)
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Luca Benini, Enrico Macii, Massimo Poncino, Giovanni De Micheli:
Telescopic units: a new paradigm for performance optimization of VLSI designs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 17(3): 220-232 (1998)
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Luca Benini, Patrick Vuillod, Giovanni De Micheli:
Iterative remapping for logic circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 17(10): 948-964 (1998)
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Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Stefano Quer:
Power optimization of core-based systems by address bus encoding. IEEE Trans. Very Large Scale Integr. Syst. 6(4): 554-562 (1998)
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Alessandro Bogliolo, Luca Benini:
Robust RTL power macromodels. IEEE Trans. Very Large Scale Integr. Syst. 6(4): 578-581 (1998)
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Hema Kapadia, Giovanni De Micheli, Luca Benini:
Reducing switching activity on datapath buses with control-signal gating. CICC 1998: 589-592
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Giuseppe A. Paleologo, Luca Benini, Alessandro Bogliolo, Giovanni De Micheli:
Policy Optimization for Dynamic Power Management. DAC 1998: 182-187
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Balakrishna Kumthekar, Luca Benini, Enrico Macii, Fabio Somenzi:
In-Place Power Optimization for LUT-Based FPGAs. DAC 1998: 718-721
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Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino:
Computational Kernels and their Application to Sequential Power Optimization. DAC 1998: 764-769
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Alessandro Bogliolo, Luca Benini, Giovanni De Micheli:
Characterization-Free Behavioral Power Modeling. DATE 1998: 767-773
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Luca Benini, Giovanni De Micheli, Donatella Sciuto, Enrico Macii, Cristina Silvano:
Address Bus Encoding Techniques for System-Level Power Optimization. DATE 1998: 861-866
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Luca Benini, Giovanni De Micheli, Alberto Macii, Enrico Macii, Massimo Poncino:
Reducing Power Consumption of Dedicated Processors Through Instruction Set Encoding. Great Lakes Symposium on VLSI 1998: 8-12
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Luca Benini, Giovanni De Micheli, Antonio Lioy, Enrico Macii, Giuseppe Odasso, Massimo Poncino:
Timed Supersetting and the Synthesis of Telescopic Units. Great Lakes Symposium on VLSI 1998: 331-337
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Alessandro Bogliolo, Luca Benini:
Node sampling: a robust RTL power modeling approach. ICCAD 1998: 461-467
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Luca Benini, Alessandro Bogliolo, Giovanni De Micheli:
Dynamic power management of electronic systems. ICCAD 1998: 696-702
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Luca Benini, Robin Hodgson, Polly Siegel:
System-level power estimation and optimization. ISLPED 1998: 173-178
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Luca Benini, Alessandro Bogliolo, Stefano Cavallucci, Bruno Riccò:
Monitoring system activity for OS-directed dynamic power management. ISLPED 1998: 185-190
1997
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Luca Benini, Giovanni De Micheli:
A survey of Boolean matching techniques for library binding. ACM Trans. Design Autom. Electr. Syst. 2(3): 193-226 (1997)
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Alessandro Bogliolo, Luca Benini, Giovanni De Micheli, Bruno Riccò:
Gate-level power and current simulation of CMOS integrated circuits. IEEE Trans. Very Large Scale Integr. Syst. 5(4): 473-488 (1997)
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Luca Benini, Patrick Vuillod, Alessandro Bogliolo, Giovanni De Micheli:
Clock Skew Optimization for Peak Current Reduction. J. VLSI Signal Process. 16(2-3): 117-130 (1997)
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Luca Benini, Enrico Macii, Massimo Poncino:
Telescopic Units: Increasing the Average Throughput of Pipelined Designs by Adaptive Latency Control. DAC 1997: 22-27
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Alessandro Bogliolo, Luca Benini, Giovanni De Micheli:
Adaptive least mean square behavioral power modeling. ED&TC 1997: 404-410
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Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Symbolic synthesis of clock-gating logic for power optimization of control-oriented synchronous networks. ED&TC 1997: 514-520
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Luca Benini, Giovanni De Micheli, Enrico Macii, Donatella Sciuto, Cristina Silvano:
Asymptotic Zero-Transition Activity Encoding for Address Busses in Low-Power Microprocessor-Based Systems. Great Lakes Symposium on VLSI 1997: 77-82
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Patrick Vuillod, Luca Benini, Giovanni De Micheli:
Generalized matching from theory to application. ICCAD 1997: 13-20
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Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Riccardo Scarsi:
Fast power estimation for deterministic input streams. ICCAD 1997: 494-501
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Luca Benini, Giovanni De Micheli, Enrico Macii, Massimo Poncino, Stefano Quer:
System-level power optimization of special purpose applications: the beach solution. ISLPED 1997: 24-29
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Patrick Vuillod, Luca Benini, Giovanni De Micheli:
Re-mapping for low power under tight timing constraints. ISLPED 1997: 287-292
1996
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Luca Benini, Giovanni De Micheli:
Automatic synthesis of low-power gated-clock finite-state machines. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 15(6): 630-643 (1996)
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Alessandro Bogliolo, Luca Benini, Bruno Riccò:
Power Estimation of Cell-Based CMOS Circuits. DAC 1996: 433-438
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Michele Favalli, Luca Benini, Giovanni De Micheli:
Design for Testability of Gated-Clock FSMs. ED&TC 1996: 589-597
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Luca Benini, Alessandro Bogliolo, Giovanni De Micheli:
Distributed EDA Tool Integration: The PPP Paradigm. ICCD 1996: 448-453
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Alessandro Bogliolo, Luca Benini, Giovanni De Micheli, Bruno Riccò:
Gate-level current waveform simulation of CMOS integrated circuits. ISLPED 1996: 109-112
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Patrick Vuillod, Luca Benini, Alessandro Bogliolo, Giovanni De Micheli:
Clock skew optimization for peak current reduction. ISLPED 1996: 265-270
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Luca Benini, Patrick Vuillod, Claudionor José Nunes Coelho Jr., Giovanni De Micheli:
Synthesis of Low-Power Selectively-Clocked Systems from High-Level Specification. ISSS 1996: 57-
1995
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Luca Benini, Giovanni De Micheli:
State assignment for low power dissipation. IEEE J. Solid State Circuits 30(3): 258-268 (1995)
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Luca Benini, Giovanni De Micheli:
Transformation and synthesis of FSMs for low-power gated-clock implementation. ISLPD 1995: 21-26
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Michele Favalli, Luca Benini:
Analysis of glitch power dissipation in CMOS ICs. ISLPD 1995: 123-128
1994
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Luca Benini, Polly Siegel, Giovanni De Micheli:
Saving Power by Synthesizing Gated Clocks for Sequential Circuits. IEEE Des. Test Comput. 11(4): 32-41 (1994)

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