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ORCIDLuca Stornaiuolo
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2020 – today
- 2021
[b1]Luca Stornaiuolo:
Hardware/software co-design for scientific computing and convolutional neural networks on FPGA-based embedded architectures. Polytechnic University of Milan, Italy, 2021- [c18]Lorenzo Farinelli, Daniele Valentino De Vincenti, Andrea Damiani
, Luca Stornaiuolo, Rolando Brondolin, Marco D. Santambrogio, Donatella Sciuto:
Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms. IPDPS Workshops 2021: 104-107 - [c17]Mirko Salaris, Andrea Damiani, Edoardo Putti, Luca Stornaiuolo:
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals. RTSI 2021: 300-305 - 2020
- [j1]Luca Stornaiuolo, Filippo Carloni, Riccardo Pressiani, Giuseppe Natale, Marco D. Santambrogio, Donatella Sciuto:
Enabling transparent hardware acceleration on Zynq SoC for scientific computing. SIGBED Rev. 17(1): 30-35 (2020) - [c16]Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto:
BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems. DATE 2020: 975-978 - [c15]Luca Stornaiuolo, Nima Dehmamy, Albert-László Barabási, Mauro Martino:
3D Topology Transformation with Generative Adversarial Networks. ICCC 2020: 461-468 - [c14]Jessica Leoni, Asia Ciallella, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto:
EMPhASIS: An EMbedded Public Attention Stress Identification System. IPDPS Workshops 2020: 131-134 - [c13]Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto:
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems. IPDPS Workshops 2020: 135-138 - [i1]Luca Stornaiuolo, Nima Dehmamy, Albert-László Barabási, Mauro Martino:
3D Topology Transformation with Generative Adversarial Networks. CoRR abs/2007.03532 (2020)
2010 – 2019
- 2019
- [c12]Anna Maria Nestorov, Alberto Scolari, Enrico Reggiani, Luca Stornaiuolo, Marco D. Santambrogio:
A Case Study for an Accelerated DCNN on FPGA-Based Embedded Distributed System. IPDPS Workshops 2019: 91-94 - [c11]Enrico Reggiani, Marco Rabozzi, Anna Maria Nestorov, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio:
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA. IPDPS Workshops 2019: 107-114 - [c10]Luca Stornaiuolo, Massimo Perini, Marco D. Santambrogio, Donatella Sciuto:
FPGA-Based Embedded System Implementation of Audio Signal Alignment. IPDPS Workshops 2019: 132-139 - 2018
- [c9]Luca Stornaiuolo, Alberto Parravicini, Donatella Sciuto, Marco D. Santambrogio:
FIDA: A Framework to Automatically Integrate FPGA Kernels Within Data-Science Applications. IPDPS Workshops 2018: 198-201 - [c8]Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto:
On How to Efficiently Implement Deep Learning Algorithms on PYNQ Platform. ISVLSI 2018: 587-590 - [c7]Catalin Bogdan Ciobanu, Giulio Stramondo, Ana Lucia Varbanescu, Andreas Brokalakis, Antonis Nikitakis, Lorenzo Di Tucci, Marco Rabozzi, Luca Stornaiuolo, Marco D. Santambrogio, Grigorios Chrysos, Charalampos Vatsolakis, Georgios Charitopoulos, Dionisios N. Pnevmatikatos:
EXTRA: an open platform for reconfigurable architectures. SAMOS 2018: 220-229 - [c6]Luca Stornaiuolo, Marco Rabozzi, Marco D. Santambrogio, Donatella Sciuto, Catalin Bogdan Ciobanu, Giulio Stramondo, Ana Lucia Varbanescu:
Building High-Performance, Easy-to-Use Polymorphic Parallel Memories with HLS. VLSI-SoC (Selected Papers) 2018: 53-78 - [c5]Luca Stornaiuolo, Marco Rabozzi, Donatella Sciuto, Marco D. Santambrogio, Giulio Stramondo, Catalin Bogdan Ciobanu, Ana Lucia Varbanescu:
HLS Support for Polymorphic Parallel Memories. VLSI-SoC 2018: 143-148 - 2017
- [c4]Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio:
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project. DATE 2017: 410-415 - [c3]Lorenzo Di Tucci, Marco Rabozzi, Luca Stornaiuolo, Marco D. Santambrogio:
The Role of CAD Frameworks in Heterogeneous FPGA-Based Cloud Systems. ICCD 2017: 423-426 - [c2]Luca Stornaiuolo, Alberto Parravicini, Gianluca Durelli, Marco D. Santambrogio:
Exploiting FPGAs from Higher Level Languages A Signal Analysis Case Study. IPDPS Workshops 2017: 132-140 - 2015
- [c1]Luca Stornaiuolo, Paolo Bellavista:
State-of-the-art multihoming solutions for Android: A quantitative evaluation and experience report. CNSM 2015: 158-162
Coauthor Index
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