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2020 – today
- 2021
[j53]Abraham Akinin
, Jeremy M. Ford, Jiajia Wu, Chul Kim, Hiren D. Thacker, Patrick P. Mercier, Gert Cauwenberghs:
An Optically Addressed Nanowire-Based Retinal Prosthesis With Wireless Stimulation Waveform Control and Charge Telemetering. IEEE J. Solid State Circuits 56(11): 3263-3273 (2021)- [c180]Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs:
Attention State Classification with In-Ear EEG. BioCAS 2021: 1-5 - [c179]Jun Wang, Ren Liu, Youngbin Tchoe, Alessio Paolo Buccino, Akshay Paul, Agnieszka D'Antonio-Chronowska, Kelly A. Frazer, Chul Kim, Shadi A. Dayeh, Gert Cauwenberghs:
Low-Power 256-Channel Nanowire Electrode-on-Chip Neural Interface for Intracellular Electrophysiology. BioCAS 2021: 1-4 - [c178]Rajkumar Kubendran, Akshay Paul, Gert Cauwenberghs:
A 256x256 6.3pJ/pixel-event Query-driven Dynamic Vision Sensor with Energy-conserving Row-parallel Event Scanning. CICC 2021: 1-2 - [c177]Sarai Velazco, Delina Kambo, Kevin Yu, Anushka Saha, Emily Beckman, Nishant Mysore, Gert Cauwenberghs:
Modeling Gene Expression: Lac operon. EMBC 2021: 1086-1091 - [c176]Yixu Yuan, Maria Sckaff, Jessica Simon, Patrick Nguyen, Maxwell Pendleton, Gert Cauwenberghs:
Enhancing the Natural Biological Control in the Thyroid Hormone Homeostasis As a First-Order Control System. EMBC 2021: 4440-4443 - [c175]Ryan M. Kochis, Aditya Ahota, Hassler Bueno Garcia, Ryan Z. Gottlieb, Edward Banuelos Ruelas, Gert Cauwenberghs:
Modeling the Dynamics of a Secondary Neurodegenerative Injury Following a Mild Traumatic Brain Injury. EMBC 2021: 4469-4472 - [c174]Aditya Athota, Blair Caccam, Ryan M. Kochis, Arjun Ray, Gert Cauwenberghs, Frederic D. Broccard:
Neuromorphic Instantiation of Spiking Half-Centered Oscillator Models for Central Pattern Generation. EMBC 2021: 6703-6706 - [c173]Yasser Abdelrahman, Michael Bennington, Jessica Huberts, Samira Sebt, Nipun Talwar, Gert Cauwenberghs:
Sensory Substitution for Tactile Feedback in Upper Limb Prostheses. EMBC 2021: 7519-7525 - [c172]Nishant Mysore, Gopabandhu Hota, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs:
Hierarchical Network Partitioning for Reconfigurable Large-Scale Neuromorphic Systems. ICRC 2021: 74-78 - [c171]Abraham Akinin, Jeremy M. Ford, Jiajia Wu, Chul Kim, Hiren D. Thacker, Patrick P. Mercier, Gert Cauwenberghs:
18.1 An Optically-Addressed Nanowire-Based Retinal Prosthesis with 73% RF-to-Stimulation Power Efficiency and 20nC-to-3μ C Wireless Charge Telemetering. ISSCC 2021: 276-278 - [c170]Abraham Akinin, Jeremy M. Ford, Jiajia Wu, Jiwoong Park, Hiren D. Thacker, Gert Cauwenberghs, Patrick P. Mercier:
Maximizing Wireless Power Transfer to Intraocular Implants Under Unconstrained Eye Movements. NER 2021: 977-980 - [i13]Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs:
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory. CoRR abs/2108.07879 (2021) - 2020
- [j52]Jun Wang, Gert Cauwenberghs, Frederic D. Broccard:
Neuromorphic Dynamical Synapses With Reconfigurable Voltage-Gated Kinetics. IEEE Trans. Biomed. Eng. 67(7): 1831-1840 (2020) - [c169]Rajkumar Kubendran, Weier Wan, Siddharth Joshi, H.-S. Philip Wong, Gert Cauwenberghs:
A 1.52 pJ/Spike Reconfigurable Multimodal Integrate-and-Fire Neuron Array Transceiver. ICONS 2020: 18:1-18:4 - [c168]Bruno U. Pedroni, Stephen R. Deiss, Nishant Mysore, Gert Cauwenberghs:
Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory. ICRC 2020: 90-94 - [c167]Rajkumar Kubendran, Jongkil Park, Ritvik Sharma, Chul Kim, Siddharth Joshi, Gert Cauwenberghs, Sohmyung Ha:
A 4.2-pJ/Conv 10-b Asynchronous ADC with Hybrid Two-Tier Level-Crossing Event Coding. ISCAS 2020: 1-5 - [c166]Weier Wan, Rajkumar Kubendran, Sukru Burc Eryilmaz, Wenqiang Zhang, Yan Liao, Dabin Wu, Stephen R. Deiss, Bin Gao, Priyanka Raina, Siddharth Joshi, Huaqiang Wu, Gert Cauwenberghs, H.-S. Philip Wong:
33.1 A 74 TMACS/W CMOS-RRAM Neurosynaptic Core with Dynamically Reconfigurable Dataflow and In-situ Transposable Weights for Probabilistic Graphical Models. ISSCC 2020: 498-500 - [c165]Vishwajith Ramesh, Andrew Nguyen, Kunal Agrawal, Brett C. Meyer, Gert Cauwenberghs, Nadir Weibel:
Assessing Clinicians' Reliance on Computational Aids for Acute Stroke Diagnosis. PervasiveHealth 2020: 146-155 - [c164]Jun Wang, Akshay Paul, Dinghong Zhang, Jiajia Wu, Yuchen Xu, Yimin Zou, Chul Kim, Gert Cauwenberghs:
1024-Electrode Hybrid Voltage/Current-Clamp Neural Interface System-on-Chip with Dynamic Incremental-SAR Acquisition. VLSI Circuits 2020: 1-2
2010 – 2019
- 2019
- [j51]Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Satoshi Tanabe, Abraham Akinin, Gert Cauwenberghs:
Dropout and DropConnect for Reliable Neuromorphic Inference Under Communication Constraints in Network Connectivity. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 658-667 (2019) - [j50]Sohmyung Ha, Chul Kim, Jiwoong Park, Gert Cauwenberghs, Patrick P. Mercier:
A Fully Integrated RF-Powered Energy-Replenishing Current-Controlled Stimulator. IEEE Trans. Biomed. Circuits Syst. 13(1): 191-202 (2019) - [j49]Chul Kim, Jiwoong Park, Sohmyung Ha, Abraham Akinin, Rajkumar Kubendran, Patrick P. Mercier, Gert Cauwenberghs:
A 3 mm × 3 mm Fully Integrated Wireless Power Receiver and Neural Interface System-on-Chip. IEEE Trans. Biomed. Circuits Syst. 13(6): 1736-1746 (2019) - [j48]Siddharth Joshi, Chul Kim, Chris M. Thomas, Gert Cauwenberghs:
Digitally Adaptive High-Fidelity Analog Array Signal Processing Resilient to Capacitive Multiplying DAC Inter-Stage Gain Error. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(11): 4095-4107 (2019) - [c163]Yasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Abraham Akinin, Gert Cauwenberghs:
DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network Connectivity. AICAS 2019: 76-80 - [c162]Pablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs:
Performance Trade-offs in Weight Quantization for Memory-Efficient Inference. AICAS 2019: 246-250 - [c161]Akshay Paul, Abraham Akinin, Min S. Lee, Matthew Kleffner, Stephen R. Deiss, Gert Cauwenberghs:
Integrated In-Ear Device for Auditory Health Assessment. EMBC 2019: 56-59 - [c160]Akshay Paul, Stephen R. Deiss, David Tourtelotte, Matthew Kleffner, Tao Zhang, Gert Cauwenberghs:
Electrode-Skin Impedance Characterization of In-Ear Electrophysiology Accounting for Cerumen and Electrodermal Response. NER 2019: 855-858 - 2018
- [j47]Chul Kim, Chang-Seok Chae, Young-Sub Yuk, Chris M. Thomas, Yi-Gyeong Kim, Jong-Kee Kwon, Sohmyung Ha, Gert Cauwenberghs, Gyu-Hyeong Cho:
A 500-MHz Bandwidth 7.5-mVpp Ripple Power-Amplifier Supply Modulator for RF Polar Transmitters. IEEE J. Solid State Circuits 53(6): 1653-1665 (2018) - [j46]Chul Kim, Siddharth Joshi, Hristos Courellis, Jun Wang, Cory T. Miller, Gert Cauwenberghs:
Sub-µVrms-Noise Sub-µW/Channel ADC-Direct Neural Recording With 200-mV/ms Transient Recovery Through Predictive Digital Autoranging. IEEE J. Solid State Circuits 53(11): 3101-3110 (2018) - [j45]Hesham Mostafa, Gert Cauwenberghs:
A Learning Framework for Winner-Take-All Networks with Stochastic Synapses. Neural Comput. 30(6) (2018) - [c159]Alessio Paolo Buccino, Sheng-Hsiou Hsu, Gert Cauwenberghs:
Real- Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis. BioCAS 2018: 1-4 - [c158]Bruno U. Pedroni, Sadique Sheik, Hesham Mostafa, Somnath Paul, Charles Augustine, Gert Cauwenberghs:
Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting. BioCAS 2018: 1-4 - [c157]Alessio Paolo Buccino, Torbjørn V. Ness, Gaute T. Einevoll, Gert Cauwenberghs, Philipp Dominik Häfliger:
A Deep Learning Approach for the Classification of Neuronal Cell Types. EMBC 2018: 999-1002 - [c156]Alessio Paolo Buccino, Espen Hagen, Gaute T. Einevoll, Philipp Dominik Häfliger, Gert Cauwenberghs:
Independent Component Analysis for Fully Automated Multi-Electrode Array Spike Sorting. EMBC 2018: 2627-2630 - [c155]Chul Kim, Siddharth Joshi, Hristos Courellis, Jun Wang, Cory T. Miller, Gert Cauwenberghs:
A 92dB dynamic range sub-μVrms-noise 0.8μW/ch neural-recording ADC array with predictive digital autoranging. ISSCC 2018: 470-472 - [c154]Vishwajith Ramesh, Kunal Agrawal, Brett C. Meyer, Gert Cauwenberghs, Nadir Weibel:
Stroke-Associated Hemiparesis Detection Using Body Joints and Support Vector Machines. PervasiveHealth 2018: 55-58 - [i12]Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings:
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain. CoRR abs/1805.08932 (2018) - 2017
- [j44]Chul Kim, Sohmyung Ha, Jiwoong Park, Abraham Akinin, Patrick P. Mercier, Gert Cauwenberghs:
A 144-MHz Fully Integrated Resonant Regulating Rectifier With Hybrid Pulse Modulation for mm-Sized Implants. IEEE J. Solid State Circuits 52(11): 3043-3055 (2017) - [j43]Sohmyung Ha, Abraham Akinin, Jiwoong Park, Chul Kim, Hui Wang, Christoph Maier, Patrick P. Mercier, Gert Cauwenberghs:
Silicon-Integrated High-Density Electrocortical Interfaces. Proc. IEEE 105(1): 11-33 (2017) - [j42]Elliot Greenwald, Christoph Maier, Qihong Wang, Robert Beaulieu, Ralph Etienne-Cummings, Gert Cauwenberghs, Nitish V. Thakor:
A CMOS Current Steering Neurostimulation Array With Integrated DAC Calibration and Charge Balancing. IEEE Trans. Biomed. Circuits Syst. 11(2): 324-335 (2017) - [j41]Jun Wang, Daniel Breen, Abraham Akinin, Frederic D. Broccard, Henry D. I. Abarbanel, Gert Cauwenberghs:
Assimilation of Biophysical Neuronal Dynamics in Neuromorphic VLSI. IEEE Trans. Biomed. Circuits Syst. 11(6): 1258-1270 (2017) - [j40]Jongkil Park, Theodore Yu, Siddharth Joshi, Christoph Maier, Gert Cauwenberghs:
Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems. IEEE Trans. Neural Networks Learn. Syst. 28(10): 2408-2422 (2017) - [c153]Siddharth Joshi, Bruno U. Pedroni, Gert Cauwenberghs:
Neuromorphic event-driven multi-scale synaptic connectivity and plasticity. ACSSC 2017: 2059-2063 - [c152]Hristos Courellis, Samuel Nummela, Cory T. Miller, Gert Cauwenberghs:
A computational framework for effective isolation of single-unit activity from in-vivo electrophysiological recording. BioCAS 2017: 1-4 - [c151]Jiwoong Park, Chul Kim, Abraham Akinin, Sohmyung Ha, Gert Cauwenberghs, Patrick P. Mercier:
Wireless powering of mm-scale fully-on-chip neural interfaces. BioCAS 2017: 1-4 - [c150]Jun Wang, Theodore Yu, Abraham Akinin, Gert Cauwenberghs, Frederic D. Broccard:
Neuromorphic synapses with reconfigurable voltage-gated dynamics for biohybrid neural circuits. BioCAS 2017: 1-4 - [c149]Siddharth Joshi, Chul Kim, Sohmyung Ha, Gert Cauwenberghs:
From algorithms to devices: Enabling machine learning through ultra-low-power VLSI mixed-signal array processing. CICC 2017: 1-9 - [c148]Chul Kim, Sohmyung Ha, Abraham Akinin, Jiwoong Park, Rajkumar Kubendran, Hui Wang, Patrick P. Mercier, Gert Cauwenberghs:
Design of miniaturized wireless power receivers for mm-sized implants. CICC 2017: 1-8 - [c147]Said Hamdioui, Shahar Kvatinsky, Gert Cauwenberghs, Lei Xie, Nimrod Wald, Siddharth Joshi, Hesham Mostafa Elsayed, Henk Corporaal, Koen Bertels:
Memristor for computing: Myth or reality? DATE 2017: 722-731 - [c146]Alessio Paolo Buccino, Torbjørn V. Ness, Gaute T. Einevoll, Gert Cauwenberghs, Philipp Dominik Häfliger:
Localizing neuronal somata from Multi-Electrode Array in-vivo recordings using deep learning. EMBC 2017: 974-977 - [c145]Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs:
Fast classification using sparsely active spiking networks. ISCAS 2017: 1-4 - [c144]Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs:
Pipelined parallel contrastive divergence for continuous generative model learning. ISCAS 2017: 1-4 - [c143]Siddharth Joshi, Chul Kim, Sohmyung Ha, Yu Mike Chi, Gert Cauwenberghs:
21.7 2pJ/MAC 14b 8×8 linear transform mixed-signal spatial filter in 65nm CMOS with 84dB interference suppression. ISSCC 2017: 364-365 - [c142]Gert Cauwenberghs, Michiel A. P. Pertijs, Makoto Ikeda:
Session 27 overview: Biomedical circuits. ISSCC 2017: 446-447 - [c141]Vishwajith Ramesh, Kunal Agrawal, Brett C. Meyer, Gert Cauwenberghs, Nadir Weibel:
Exploring stroke-associated hemiparesis assessment with support vector machines. PervasiveHealth 2017: 464-467 - [i11]Sadique Sheik, Somnath Paul, Charles Augustine, Gert Cauwenberghs:
Membrane-Dependent Neuromorphic Learning Rule for Unsupervised Spike Pattern Detection. CoRR abs/1701.01495 (2017) - [i10]Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs:
Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. CoRR abs/1707.03049 (2017) - [i9]Hesham Mostafa, Gert Cauwenberghs:
A learning framework for winner-take-all networks with stochastic synapses. CoRR abs/1708.04251 (2017) - [i8]Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci:
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. CoRR abs/1709.10205 (2017) - [i7]Hesham Mostafa, Vishwajith Ramesh, Gert Cauwenberghs:
Deep supervised learning using local errors. CoRR abs/1711.06756 (2017) - 2016
- [j39]Chul Kim, Siddharth Joshi, Chris M. Thomas, Sohmyung Ha, Lawrence E. Larson, Gert Cauwenberghs:
A 1.3 mW 48 MHz 4 Channel MIMO Baseband Receiver With 65 dB Harmonic Rejection and 48.5 dB Spatial Signal Separation. IEEE J. Solid State Circuits 51(4): 832-844 (2016) - [j38]Sohmyung Ha, Chul Kim, Jongkil Park, Siddharth Joshi, Gert Cauwenberghs:
Energy Recycling Telemetry IC With Simultaneous 11.5 mW Power and 6.78 Mb/s Backward Data Delivery Over a Single 13.56 MHz Inductive Link. IEEE J. Solid State Circuits 51(11): 2664-2678 (2016) - [j37]Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul A. Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Mapping Generative Models onto a Network of Digital Spiking Neurons. IEEE Trans. Biomed. Circuits Syst. 10(4): 837-854 (2016) - [j36]Elliot Greenwald, Ernest So, Qihong Wang, Mohsen Mollazadeh, Christoph Maier, Ralph Etienne-Cummings, Gert Cauwenberghs, Nitish V. Thakor:
A Bidirectional Neural Interface IC With Chopper Stabilized BioADC Array and Charge Balanced Stimulator. IEEE Trans. Biomed. Circuits Syst. 10(5): 990-1002 (2016) - [j35]Milutin Stanacevic, Shuo Li, Gert Cauwenberghs:
Micropower Mixed-Signal VLSI Independent Component Analysis for Gradient Flow Acoustic Source Separation. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(7): 972-981 (2016) - [j34]Siddharth Joshi, Chul Kim, Gert Cauwenberghs:
A 6.5-µW/MHz Charge Buffer With 7-fF Input Capacitance in 65-nm CMOS for Noncontact Electropotential Sensing. IEEE Trans. Circuits Syst. II Express Briefs 63-II(12): 1161-1165 (2016) - [c140]Sadique Sheik, Somnath Paul, Charles Augustine, Gert Cauwenberghs:
Membrane-dependent neuromorphic learning rule for unsupervised spike pattern detection. BioCAS 2016: 164-167 - [c139]Alessio Paolo Buccino, Tristan Stober, Solveig Næss, Gert Cauwenberghs, Philipp Häfliger:
Extracellular single neuron stimulation with high-density multi-electrode array. BioCAS 2016: 520-523 - [c138]Hristos S. Courellis, John R. Iversen, Howard Poizner, Gert Cauwenberghs:
EEG channel interpolation using ellipsoid geodesic length. BioCAS 2016: 540-543 - [c137]Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs:
Forward table-based presynaptic event-triggered spike-timing-dependent plasticity. BioCAS 2016: 580-583 - [c136]Jun Wang, Daniel Breen, Abraham Akinin, Henry D. I. Abarbanel, Gert Cauwenberghs:
Data assimilation of membrane dynamics and channel kinetics with a neuromorphic integrated circuit. BioCAS 2016: 584-587 - [c135]Sapan Agarwal, Jeanine E. Cook, Erik DeBenedictis, Michael P. Frank, Gert Cauwenberghs, Sriseshan Srikanth, Bobin Deng, Eric R. Hein, Paul G. Rabbat, Thomas M. Conte:
Energy efficiency limits of logic and memory. ICRC 2016: 1-8 - [c134]Rawan Naous, Maruan Al-Shedivat, Emre Neftci, Gert Cauwenberghs, Khaled Nabil Salama:
Stochastic synaptic plasticity with memristor crossbar arrays. ISCAS 2016: 2078-2081 - [c133]Sadique Sheik, Somnath Paul, Charles Augustine, Chinnikrishna Kothapalli, Muhammad M. Khellah, Gert Cauwenberghs, Emre Neftci:
Synaptic sampling in hardware spiking neural networks. ISCAS 2016: 2090-2093 - [c132]Siddharth Joshi, Chul Kim, Gert Cauwenberghs:
A 6μW/MHz charge buffer with 7fF input capacitance in 65nm CMOS for non-contact electropotential sensing. ISCAS 2016: 2907 - [c131]Sukru Burc Eryilmaz, Siddharth Joshi, Emre Neftci, Weier Wan, Gert Cauwenberghs, H.-S. Philip Wong:
Neuromorphic architectures with electronic synapses. ISQED 2016: 118-123 - [c130]Chul Kim, Jiwoong Park, Abraham Akinin, Sohmyung Ha, Rajkumar Kubendran, Hui Wang, Patrick P. Mercier, Gert Cauwenberghs:
A fully integrated 144 MHz wireless-power-receiver-on-chip with an adaptive buck-boost regulating rectifier and low-loss H-Tree signal distribution. VLSI Circuits 2016: 1-2 - [i6]Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs:
Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity. CoRR abs/1607.03070 (2016) - [i5]Sukru Burc Eryilmaz, Emre Neftci, Siddharth Joshi, SangBum Kim, Matthew BrightSky, Hsiang-Lan Lung, Chung Lam, Gert Cauwenberghs, H.-S. Philip Wong:
Training a Probabilistic Graphical Model with Resistive Switching Electronic Synapses. CoRR abs/1609.08686 (2016) - 2015
- [j33]Maruan Al-Shedivat, Rawan Naous, Gert Cauwenberghs, Khaled Nabil Salama:
Memristors Empower Spiking Neurons With Stochasticity. IEEE J. Emerg. Sel. Topics Circuits Syst. 5(2): 242-253 (2015) - [j32]Gert Cauwenberghs, Ralph Etienne-Cummings:
Editorial. IEEE Trans. Biomed. Circuits Syst. 9(6): 753-754 (2015) - [j31]Tim R. Mullen, Christian Andreas Kothe, Yu Mike Chi, Alejandro Ojeda, Trevor Kerth, Scott Makeig, Tzyy-Ping Jung, Gert Cauwenberghs:
Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG. IEEE Trans. Biomed. Eng. 62(11): 2553-2567 (2015) - [c129]Hristos S. Courellis, David A. Peterson, Howard Poizner, Gert Cauwenberghs, John R. Iversen:
EEG based inference of causal cortical network dynamics in reward-based decision making. BioCAS 2015: 1-4 - [c128]Elliot Greenwald, Ernest So, Mohsen Mollazadeh, Christoph Maier, Ralph Etienne-Cummings, Nitish V. Thakor, Gert Cauwenberghs:
A 5 μW/channel 9b-ENOB BioADC array for electrocortical recording. BioCAS 2015: 1-4 - [c127]Cory Stevenson, Tzyy-Ping Jung, Gert Cauwenberghs:
Estimating direction and depth of visual fixation using electrooculography. EMBC 2015: 841-844 - [c126]Zane Chou, Jeffrey Lim, Sophie Brown, Melissa Keller, Joseph Bugbee, Frederic D. Broccard, Massoud L. Khraiche, Gabriel A. Silva, Gert Cauwenberghs:
Bidirectional neural interface: Closed-loop feedback control for hybrid neural systems. EMBC 2015: 3949-3952 - [c125]Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung, Gert Cauwenberghs:
Tracking non-stationary EEG sources using adaptive online recursive independent component analysis. EMBC 2015: 4106-4109 - [c124]Luca Pion-Tonachini, Sheng-Hsiou Hsu, Scott Makeig, Tzyy-Ping Jung, Gert Cauwenberghs:
Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization. EMBC 2015: 4114-4117 - [c123]Clement Lee, Makoto Miyakoshi, Arnaud Delorme, Gert Cauwenberghs, Scott Makeig:
Non-parametric group-level statistics for source-resolved ERP analysis. EMBC 2015: 7450-7453 - [c122]Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado:
Gibbs sampling with low-power spiking digital neurons. ISCAS 2015: 2704-2707 - [c121]Maruan Al-Shedivat, Rawan Naous, Emre Neftci, Gert Cauwenberghs, Khaled N. Salama:
Inherently stochastic spiking neurons for probabilistic neural computation. NER 2015: 356-359 - [c120]Abraham Akinin, Nikhil Govil, Howard Poizner, Gert Cauwenberghs:
Frequency domain identification of proprioceptive evoked potentials in compliant kinematic experiments. NER 2015: 807-811 - [c119]Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs:
Validating online recursive independent component analysis on EEG data. NER 2015: 918-921 - [c118]Sohmyung Ha, Abraham Akinin, Jongkil Park, Chul Kim, Hui Wang, Christoph Maier, Gert Cauwenberghs, Patrick P. Mercier:
A 16-channel wireless neural interfacing SoC with RF-powered energy-replenishing adiabatic stimulation. VLSIC 2015: 106- - [c117]Chul Kim, Sohmyung Ha, Jiwoong Park, Abraham Akinin, Patrick P. Mercier, Gert Cauwenberghs:
A 144MHz integrated resonant regulating rectifier with hybrid pulse modulation. VLSIC 2015: 284- - [c116]Chul Kim, Siddharth Joshi, Chris M. Thomas, Sohmyung Ha, Abraham Akinin, Lawrence E. Larson, Gert Cauwenberghs:
A CMOS 4-channel MIMO baseband receiver with 65dB harmonic rejection over 48MHz and 50dB spatial signal separation over 3MHz at 1.3mW. VLSIC 2015: 304- - [c115]Maruan Al-Shedivat, Emre Neftci, Gert Cauwenberghs:
Learning Non-deterministic Representations with Energy-based Ensembles. ICLR (Workshop) 2015 - [i4]Srinjoy Das, Bruno U. Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado:
Gibbs Sampling with Low-Power Spiking Digital Neurons. CoRR abs/1503.07793 (2015) - [i3]Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs:
Mapping Generative Models onto Networks of Digital Spiking Neurons. CoRR abs/1509.07302 (2015) - [i2]Emre Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs:
Unsupervised Learning in Synaptic Sampling Machines. CoRR abs/1511.04484 (2015) - 2014
- [j30]Sohmyung Ha, Chul Kim, Yu M. Chi, Abraham Akinin, Christoph Maier, Akinori Ueno, Gert Cauwenberghs:
Integrated Circuits and Electrode Interfaces for Noninvasive Physiological Monitoring. IEEE Trans. Biomed. Eng. 61(5): 1522-1537 (2014) - [c114]Abraham Akinin, Joshua Yang, Alexander Williams, Andrew Lee, Pedram Pourhoseini, Arnost Fronek, Gert Cauwenberghs:
Continuous wave ultrasonic doppler tonometry. BioCAS 2014: 328-331 - [c113]Jongkil Park, Sohmyung Ha, Chul Kim, Siddharth Joshi, Theodore Yu, Wei Ma, Gert Cauwenberghs:
A 12.6 mW 8.3 Mevents/s contrast detection 128×128 imager with 75 dB intra-scene DR asynchronous random-access digital readout. BioCAS 2014: 564-567 - [c112]Jongkil Park, Sohmyung Ha, Theodore Yu, Emre Neftci, Gert Cauwenberghs:
A 65k-neuron 73-Mevents/s 22-pJ/event asynchronous micro-pipelined integrate-and-fire array transceiver. BioCAS 2014: 675-678 - [c111]Vijaykrishnan Narayanan, Suman Datta, Gert Cauwenberghs, Donald M. Chiarulli, Steven P. Levitan, H.-S. Philip Wong:
Video analytics using beyond CMOS devices. DATE 2014: 1-5 - [c110]Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs:
Online recursive independent component analysis for real-time source separation of high-density EEG. EMBC 2014: 3845-3848 - [c109]Wai-Chi Fang, Kuan-Ju Huang, Chia-Ching Chou, Jui-Chung Chang, Gert Cauwenberghs, Tzyy-Ping Jung:
An efficient ASIC implementation of 16-channel on-line recursive ICA processor for real-time EEG system. EMBC 2014: 3849-3852 - [c108]John R. Iversen, Alejandro Ojeda, Tim R. Mullen, Markus Plank,