Gert Cauwenberghs

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Yu Mike ChiCognionics, Inc.Verified email at cognionics.com
Siddharth JoshiAssistant Professor at University of Notre Dame, Dept. of Comp. Science and Eng. and Dept. ofVerified email at nd.edu
Tzyy-Ping JungUniv. of California San Diego, National Tsing Hua Univ., National Yang Ming Chiao Tung UnivVerified email at ucsd.edu
Ralph Etienne-CummingsJohns Hopkins UniversityVerified email at jhu.edu
Nitish ThakorJohns Hopkins University, National University of SingaporeVerified email at jhu.edu
Chul KimAssociate Professor, KAISTVerified email at kaist.ac.kr
Sohmyung HaAssistant Professor, New York University Abu DhabiVerified email at nyu.edu
Milutin StanacevicProfessor, Stony Brook University (SUNY)Verified email at stonybrook.edu
Abraham AkininPostDoc, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Roman GenovProfessor of Electrical and Computer Engineering, University of TorontoVerified email at eecg.utoronto.ca
Christoph MaierUCSDVerified email at ieee.org
Stephen DeissUC San Diego, Inst. for Neural ComputationVerified email at ucsd.edu
Emre NeftciInstitute Director, Forschungszentrum Jülich; Professor, RWTH AachenVerified email at fz-juelich.de
Bruno U PedroniPostdoctoral Scholar, UC San DiegoVerified email at eng.ucsd.edu
Shantanu ChakrabarttyProfessor of Electrical and Systems Engineering, Washington University in St. LouisVerified email at wustl.edu
Kartikeya MurariBiomedical Engineering; Electrical and Software Engineering, University of CalgaryVerified email at ucalgary.ca
Patrick MercierUniversity of California, San DiegoVerified email at ucsd.edu
Mikhail VorontsovProfessorVerified email at udayton.edu
Andreas G. AndreouProfessor Electrical and Computer Engineering, Johns Hopkins UniversityVerified email at jhu.edu
Tim MullenIntheon Labs, Institute for Neural ComputationVerified email at intheon.io

Gert Cauwenberghs

Professor of Bioengineering and Co-Director, Institute for Neural Computation, UC San Diego

Verified email at ucsd.edu - Homepage

Biomedical integrated circuits neuromorphic systems engineering learning and intelligent systems


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Incremental and decremental support vector machine learning G Cauwenberghs, T Poggio Advances in Neural Information Processing Systems 13: Proceedings of the …, 2001	1801	2001
Neuromorphic silicon neuron circuits G Indiveri, B Linares-Barranco, TJ Hamilton, A Van Schaik, ... Frontiers in neuroscience 5, 9202, 2011	1455	2011
Dry-contact and noncontact biopotential electrodes: Methodological review YM Chi, TP Jung, G Cauwenberghs IEEE reviews in biomedical engineering 3, 106-119, 2010	1130	2010
Real-time neuroimaging and cognitive monitoring using wearable dry EEG TR Mullen, CAE Kothe, YM Chi, A Ojeda, T Kerth, S Makeig, TP Jung, ... IEEE transactions on biomedical engineering 62 (11), 2553-2567, 2015	595	2015
Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG T Mullen, C Kothe, YM Chi, A Ojeda, T Kerth, S Makeig, G Cauwenberghs, ... 2013 35th annual international conference of the IEEE engineering in …, 2013	370	2013
SVM incremental learning, adaptation and optimization CP Diehl, G Cauwenberghs Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003	354	2003
Power harvesting and telemetry in CMOS for implanted devices C Sauer, M Stanacevic, G Cauwenberghs, N Thakor IEEE Transactions on Circuits and Systems I: Regular Papers 52 (12), 2605-2613, 2005	340	2005
Dry and noncontact EEG sensors for mobile brain–computer interfaces YM Chi, YT Wang, Y Wang, C Maier, TP Jung, G Cauwenberghs IEEE Transactions on Neural Systems and Rehabilitation Engineering 20 (2 …, 2011	324	2011
Adaptive optics based on analog parallel stochastic optimization: analysis and experimental demonstration MA Vorontsov, GW Carhart, M Cohen, G Cauwenberghs JOSA A 17 (8), 1440-1453, 2000	312	2000
Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses RJ Vogelstein, U Mallik, JT Vogelstein, G Cauwenberghs IEEE transactions on neural networks 18 (1), 253-265, 2007	277	2007
Capacitively coupled arrays of multiplexed flexible silicon transistors for long-term cardiac electrophysiology H Fang, KJ Yu, C Gloschat, Z Yang, E Song, CH Chiang, J Zhao, SM Won, ... Nature biomedical engineering 1 (3), 0038, 2017	248	2017
Event-driven contrastive divergence for spiking neuromorphic systems E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs Frontiers in neuroscience 7, 272, 2014	247	2014
Wireless non-contact EEG/ECG electrodes for body sensor networks YM Chi, G Cauwenberghs 2010 International Conference on Body Sensor Networks, 297-301, 2010	246	2010
A low-noise, non-contact EEG/ECG sensor TJ Sullivan, SR Deiss, G Cauwenberghs 2007 IEEE Biomedical Circuits and Systems Conference, 154-157, 2007	235	2007
Large-scale neuromorphic spiking array processors: A quest to mimic the brain CS Thakur, JL Molin, G Cauwenberghs, G Indiveri, K Kumar, N Qiao, ... Frontiers in neuroscience 12, 891, 2018	233	2018
A fast stochastic error-descent algorithm for supervised learning and optimization G Cauwenberghs Advances in neural information processing systems 5, 1992	226	1992
Micropower CMOS integrated low-noise amplification, filtering, and digitization of multimodal neuropotentials M Mollazadeh, K Murari, G Cauwenberghs, N Thakor IEEE transactions on biomedical circuits and systems 3 (1), 1-10, 2009	195	2009
A compute-in-memory chip based on resistive random-access memory W Wan, R Kubendran, C Schaefer, SB Eryilmaz, W Zhang, D Wu, S Deiss, ... Nature 608 (7923), 504-512, 2022	190	2022
Kerneltron: support vector" machine" in silicon R Genov, G Cauwenberghs IEEE Transactions on Neural Networks 14 (5), 1426-1434, 2003	171	2003
An analog VLSI recurrent neural network learning a continuous-time trajectory G Cauwenberghs IEEE Transactions on Neural Networks 7 (2), 346-361, 1996	165	1996

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