Gert Cauwenberghs

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 115

Top Venues

Publications

Mingfeng Cao, Abhinav Uppal, Min Suk Lee, Prachi Agarwal, Rommani Mondal, Sangjoon An, Akshay Paul, Yuchen Xu, Gert Cauwenberghs, Nitish V. Thakor
Evaluating the Ear for Monitoring Somatosensory Evoked Potentials. MeMeA (2024)
Jiajia Wu, Abraham Akinin, Jonathan Somayajulu, Min S. Lee, Akshay Paul, Hongyu Lu, Yongjae Park, Seong-Jin Kim, Patrick P. Mercier, Gert Cauwenberghs
A Low-Noise Low-Power 0.001Hz-1kHz Neural Recording System-on-Chip With Sample-Level Duty-Cycling. IEEE Trans. Biomed. Circuits Syst. 18 (2) (2024)
Ali Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges G. E. Gielen, Gert Cauwenberghs
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling. NICE (2024)
Yuhong Zhang, Shilai Yang, Gert Cauwenberghs, Tzyy-Ping Jung
From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking. CoRR (2024)
Zihao Chen, Zhili Xiao, Mahmoud Akl, Johannes Leugering, Omowuyi Olajide, Adil Malik, Nik Dennler, Chad Harper, Subhankar Bose, Hector A. Gonzalez, Jason Eshraghian, Riccardo Pignari, Gianvito Urgese, Andreas G. Andreou, Sadasivan Shankar, Christian Mayr, Gert Cauwenberghs, Shantanu Chakrabartty
ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers. CoRR (2024)
Ali Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges G. E. Gielen, Gert Cauwenberghs
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling. CoRR (2024)
Ashwani Kumar, Jaeseoung Park, Yucheng Zhou, Jeong-Hoon Kim, Soumil Jain, Catherine D. Schuman, Gert Cauwenberghs, Duygu Kuzum
Energy Efficient Implementation of MVM Operations Using Filament-Free Bulk RRAM Array. NICE (2024)
Jeong-Hoon Kim, Soumil Jain, Gopabandhu Hota, Jaeseoung Park, Ashwani Kumar, Duygu Kuzum, Gert Cauwenberghs
Bio-plausible Learning-on-Chip with Selector-less Memristive Crossbars. ISCAS (2024)
Zihao Chen, Johannes Leugering, Gert Cauwenberghs, Shantanu Chakrabartty
Energy-efficiency Limits on Training AI Systems using Learning-in-Memory. CoRR (2024)
Gopabandhu Hota, Gwenevere Frank, Keli Wang, Abhinav Uppal, Omowuyi Olajide, Jeffrey Liu, Shashank Bansal, Kenneth Yoshimoto, Qingbo Wang, Stephen R. Deiss, Gert Cauwenberghs
Reconfigurable Event-Driven Spiking Neuromorphic Computing near High-Bandwidth Memory. BioCAS (2023)
Gwenevere Frank, Seyed Yahya Shirazi, Jason A. Palmer, Gert Cauwenberghs, Scott Makeig, Arnaud Delorme
An Exploration of Optimal Parameters for Efficient Blind Source Separation of EEG Recordings Using AMICA. BIBE (2023)
Adrian M. Llop Recha, Dag T. Wisland, Tor Sverre Lande, Kristian Gjertsen Kjelgård, Gert Cauwenberghs
Wideband Proximity Coupling Sensor for Wrist Heart Rate Monitoring. BioCAS (2023)
Shantanu Chakrabartty, Gert Cauwenberghs
Performance Walls in Machine Learning and Neuromorphic Systems. ISCAS (2023)
Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen, Gert Cauwenberghs
Active Inference in Hebbian Learning Networks. CoRR (2023)
Gert Cauwenberghs, Jason Cong, X. Sharon Hu, Siddharth Joshi, Subhasish Mitra, Wolfgang Porod, H.-S. Philip Wong
Micro/Nano Circuits and Systems Design and Design Automation: Challenges and Opportunities. Proc. IEEE 111 (6) (2023)
Jaeseoung Park, Ashwani Kumar, Yucheng Zhou, Sangheon Oh, Jeong-Hoon Kim, Yuhan Shi, Soumil Jain, Gopabandhu Hota, Amelie L. Nagle, Catherine D. Schuman, Gert Cauwenberghs, Duygu Kuzum
Multi-level, Forming Free, Bulk Switching Trilayer RRAM for Neuromorphic Computing at the Edge. CoRR (2023)
Jiajia Wu, Abraham Akinin, Min Lee, Akshay Paul, Hongyu Lu, Yongjae Park, Preston Fowler, Seong-Jin Kim, Patrick P. Mercier, Gert Cauwenberghs
A Low-Noise 0.001Hz-lkHz Sample-Level Duty-Cycling Neural Recording System-on-Chip. ISCAS (2023)
Min Suk Lee, Akshay Paul, Tae Houn Joung, Yuchen Xu, Jiajia Wu, W. David Hairston, Gert Cauwenberghs
Scalable Anatomically-Tunable Fully In-Ear Dry-Electrode Array for User-Generic Unobtrusive Electrophysiology. EMBC (2023)
Jeffrey C. Liu, Yueshan Liang, Yufei Gao, Lingbin Wu, Celine Lee, Gert Cauwenberghs
Quantitative Simulation of Enzymatic Breakdown of Alcohol in Human Metabolism. EMBC (2023)
Yuhong Zhang, Qin Li, Sujal Nahata, Tasnia Jamal, Shih-kuen Cheng, Gert Cauwenberghs, Tzyy-Ping Jung
ChatGPT-BCI: Word-Level Neural State Classification Using GPT, EEG, and Eye-Tracking Biomarkers in Semantic Inference Reading Comprehension. CoRR (2023)
Aswin Chowdary Undavalli, Gert Cauwenberghs, Arun Natarajan, Shantanu Chakrabartty, Aravind Nagulu
ADC-Less 3D-NAND Compute-in-Memory Architecture Using Margin Propagation. MWSCAS (2023)
Soumil Jain, Gopabandhu Hota, Yuhan Shi, Sangheon Oh, Jiajia Wu, Preston Fowler, Duygu Kuzum, Gert Cauwenberghs
A Versatile and Efficient Neuromorphic Platform for Compute-in-Memory with Selector-less Memristive Crossbars. ISCAS (2023)
Darin Tsui, Francisco Downey, Shreenithi Navaneethan, Akshay Paul, Tyler Bodily, Min Lee, Yuchen Xu, Ratnesh Lal, Gert Cauwenberghs
A Machine Learning Approach to COVID-19 Detection via Graphene Field-Effect-Transistor (GFET). EMBC (2023)
Ali Safa, Tim Verbelen, Lars Keuninckx, Ilja Ocket, André Bourdoux, Francky Catthoor, Georges G. E. Gielen, Gert Cauwenberghs
Active Inference in Hebbian Learning Networks. IWAI (2023)
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR (2023)
Akshay Paul, Min S. Lee, Yuchen Xu, Stephen R. Deiss, Gert Cauwenberghs
A Versatile In-Ear Biosensing System and Body-Area Network for Unobtrusive Continuous Health Monitoring. IEEE Trans. Biomed. Circuits Syst. 17 (3) (2023)
Gopabandhu Hota, Nishant Mysore, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
Hierarchical Multicast Network-On-Chip for Scalable Reconfigurable Neuromorphic Systems. ISCAS (2022)
Irene Lee, Swathi Prabhu, Meenakshi Singhal, Alice Tor, Gert Cauwenberghs
Luteinizing Hormone Dynamics in Menstruation. EMBC (2022)
Paolo Gabriel Cachi, Soumil Jain, Sebastián Ventura, Gert Cauwenberghs, Krzysztof J. Cios
Reproducing Aplysia R-15 Bursting Neurodynamics on a Neuromorphic Microchip. ICECS 2022 (2022)
Serena Tang, Keli Wang, Stephanie Ogrey, Jorge Villazon, Sana Khan, Akshay Paul, Nolan Ardolino, Rajkumar Kubendran, Gert Cauwenberghs
Unity Human Eye Model for Gaze Tracking with a Query-Driven Dynamic Vision Sensor. EMBC (2022)
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
A compute-in-memory chip based on resistive random-access memory. Nat. 608 (7923) (2022)
Benjamin Hofflich, Alan Lunardhi, Nitesh Sunku, Jason Tsujimoto, Gert Cauwenberghs
Modeling the Viral Kinetics of Influenza A During Infection in Humans. EMBC (2022)
Akshay Paul, Preston Fowler, Yuchen Xu, Min S. Lee, Jun Wang, Gert Cauwenberghs
Neural Recording Analog Front-End Noise Reduction with Digital Correlated Double Sampling. BioCAS (2022)
Akshay Paul, Min S. Lee, Yuchen Xu, Stephen R. Deiss, Gert Cauwenberghs
A Versatile In-Ear Biosensing System for Continuous Brain and Health Monitoring. ISCAS (2022)
Benjamin Hofflich, Irene Lee, Alan Lunardhi, Nitesh Sunku, Jason Tsujimoto, Gert Cauwenberghs, Akshay Paul
Audio Mapping Using LiDAR to Assist the Visually Impaired. BioCAS (2022)
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)
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) (2021)
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)
Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs
Attention State Classification with In-Ear EEG. BioCAS (2021)
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 (2021)
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)
Nishant Mysore, Gopabandhu Hota, Stephen R. Deiss, Bruno U. Pedroni, Gert Cauwenberghs
Hierarchical Network Partitioning for Reconfigurable Large-Scale Neuromorphic Systems. ICRC (2021)
Yasser Abdelrahman, Michael Bennington, Jessica Huberts, Samira Sebt, Nipun Talwar, Gert Cauwenberghs
Sensory Substitution for Tactile Feedback in Upper Limb Prostheses. EMBC (2021)
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)
Sarai Velazco, Delina Kambo, Kevin Yu, Anushka Saha, Emily Beckman, Nishant Mysore, Gert Cauwenberghs
Modeling Gene Expression: Lac operon. EMBC (2021)
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)
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)
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)
Bruno U. Pedroni, Stephen R. Deiss, Nishant Mysore, Gert Cauwenberghs
Design Principles of Large-Scale Neuromorphic Systems Centered on High Bandwidth Memory. ICRC (2020)
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)
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)
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)
Jun Wang, Gert Cauwenberghs, Frederic D. Broccard
Neuromorphic Dynamical Synapses With Reconfigurable Voltage-Gated Kinetics. IEEE Trans. Biomed. Eng. 67 (7) (2020)
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)
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)
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)
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)
Akshay Paul, Abraham Akinin, Min S. Lee, Matthew Kleffner, Stephen R. Deiss, Gert Cauwenberghs
Integrated In-Ear Device for Auditory Health Assessment. EMBC (2019)
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) (2019)
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) (2019)
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. (11) (2019)
Pablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs
Performance Trade-offs in Weight Quantization for Memory-Efficient Inference. AICAS (2019)
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) (2019)
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)
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)
Chul Kim, Siddharth Joshi, Hristos Courellis, Jun Wang, Cory T. Miller, Gert Cauwenberghs
-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) (2018)
Hesham Mostafa, Gert Cauwenberghs
A Learning Framework for Winner-Take-All Networks with Stochastic Synapses. Neural Comput. 30 (6) (2018)
Vishwajith Ramesh, Kunal Agrawal, Brett C. Meyer, Gert Cauwenberghs, Nadir Weibel
Stroke-Associated Hemiparesis Detection Using Body Joints and Support Vector Machines. PervasiveHealth (2018)
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)
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 (2018)
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)
Alessio Paolo Buccino, Sheng-Hsiou Hsu, Gert Cauwenberghs
Real- Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis. BioCAS (2018)
Chul Kim, Chang-Seok Chae, Young-Sub Yuk, Chris M. Thomas, Yi-Gyeong Kim, Jong-Kee Kwon, Sohmyung Ha, Gert Cauwenberghs, Gyu-Hyeong Cho
Ripple Power-Amplifier Supply Modulator for RF Polar Transmitters. IEEE J. Solid State Circuits 53 (6) (2018)
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)
Hesham Mostafa, Vishwajith Ramesh, Gert Cauwenberghs
Deep supervised learning using local errors. CoRR (2017)
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) (2017)
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)
Gert Cauwenberghs, Michiel A. P. Pertijs, Makoto Ikeda
Session 27 overview: Biomedical circuits. ISSCC (2017)
Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Pipelined parallel contrastive divergence for continuous generative model learning. ISCAS (2017)
Vishwajith Ramesh, Kunal Agrawal, Brett C. Meyer, Gert Cauwenberghs, Nadir Weibel
Exploring stroke-associated hemiparesis assessment with support vector machines. PervasiveHealth (2017)
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 (2017)
Sadique Sheik, Somnath Paul, Charles Augustine, Gert Cauwenberghs
Membrane-Dependent Neuromorphic Learning Rule for Unsupervised Spike Pattern Detection. CoRR (2017)
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) (2017)
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)
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) (2017)
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 (2017)
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)
Hesham Mostafa, Gert Cauwenberghs
A learning framework for winner-take-all networks with stochastic synapses. CoRR (2017)
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)
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)
Jun Wang, Theodore Yu, Abraham Akinin, Gert Cauwenberghs, Frederic D. Broccard
Neuromorphic synapses with reconfigurable voltage-gated dynamics for biohybrid neural circuits. BioCAS (2017)
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) (2017)
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) (2017)
Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Fast classification using sparsely active spiking networks. ISCAS (2017)
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)
Siddharth Joshi, Bruno U. Pedroni, Gert Cauwenberghs
Neuromorphic event-driven multi-scale synaptic connectivity and plasticity. ACSSC (2017)
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) (2016)
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. (7) (2016)
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)
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 (2016)

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Publication Activity (10 Years)

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Gert Cauwenberghs