publications


Publications

All Publications - to present (Google Scholar)

Journal Papers

2015 - 2019

  • "Digitally Adaptive High-Fidelity Analog Array Signal Processing Resilient to Capacitive Multiplying DAC Inter- Stage Gain Error"; S. Joshi, C. Kim, C. Thomas, and G. Cauwenberghs, IEEE Transactions on Circuits and Systems I: Regular Papers, to appear.
  • "Memory-efficient Synaptic Connectivity for Spike-Timing-Dependent Plasticity"; B.U. Pedroni, S. Joshi, S. Deiss, Sheik, G. Detorakis, S. Paul, C. Augustine, E.O. Neftci, and G. Cauwenberghs, Frontiers in Neuroscience, vol. 13, pp. 357:1-18, 10.3389/fnins.2019.00357, 2019.
  • "Array Atomic Force Microscopy for Real-Time Multi-Parametric Analysis"; Q. Yang, Q. Ma, K.M. Herum, C.Wang, N. Patel, J. Lee, S. Wang, T.M. Yen, J. Wang, H. Tang, Y.-H. Lo, B.P. Head, F. Azam, S. Xu, G. Cauwenberghs, A.D. McCulloch, S. John, Z. Liu, and R. Lal, Proc. Nat. Acad. Sci. (PNAS), 2019.
  • "How Does the Presence of Neural Probes Affect Extracellular Potentials?"; A. Buccino, M. Kuchta, K.Jaeger, T. Ness, P. Berthet, K.-A. Mardal, G. Cauwenberghs, and A. Tveito, Journal of Neural Engineering, 2019.
  • "A Fully Integrated RF-Powered Energy-Replenishing Current-Controlled Stimulator"; S. Ha, C. Kim, J. Park, G. Cauwenberghs and P. Mercier, IEEE Transactions on Biomedical Circuits and Systems, vol. 13 (1), pp.191- 202, 2019.
  • "Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain"; C.S. Thakur, J. Molin, G. Cauwenberghs, G. Indiveri, K. Kumar, N. Qiao, J. Schemmel, R. Wang, E. Chicca, J.O. Hasler, J.-S. Seo, S. Yu, Y. Cao, A. van Schaik, and R. Etienne-Cummings, Frontiers in Neuroscience, vol. 12, pp. 891:1-37, 10.3389/fnins.2018.00891, 2018.
  • "In Vivo Photovoltaic Performance of a Silicon Nanowire Photodiode-Based Retinal Prosthesis"; B. Bosse, S. Damle, A. Akinin, Y. Jing, D.-U. Bartsch, L. Cheng, N. Oesch, Y.-H. Lo, G. Cauwenberghs, and W.R. Freeman, Investigative Ophthalmology & Visual Science (IOVS): Retina, vol. 59, pp. 5885-5892, doi:10.1167/iovs.18-24554, 2018.
  • "Sub-uVrms-Noise Sub-uW/Channel ADC-Direct Neural Recording With 200-mV/ms Transient Recovery Through Predictive Digital Autoranging"; C. Kim, S. Joshi, H. Courellis, J. Wang, C. Miller and G. Cauwenberghs, IEEE Journal of Solid-State Circuits, vol. 53 (11), pp. 3101-3110, 2018.
  • "Combining Biophysical Modeling and Deep Learning for Multi-Electrode Array Neuron Localization and Classi- fication"; A. Buccino, M. Kordovan, T.B. Ness, B. Merkt, P. Hafliger, M. Fyhn, G. Cauwenberghs, S. Rotter, and G.T. Einevoll, Journal of Neurophysiology, vol. 120, pp. 1212-1232, 2018.
  • "Deep Supervised Learning Using Local Errors"; H. Mostafa, V. Ramesh, and G. Cauwenberghs, Frontiers in Neuroscience, vol. 12, pp. 608:1-16, 10.3389/fnins.2018.00608, 2018.
  • "Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning"; G. Detorakis, S. Sheik, C. Augustine, S. Paul, B.U. Pedroni, N. Dutt, J. Krichmar, G. Cauwenberghs, and E. Neftci, Frontiers in Neuroscience, vol. 12, pp. 583:1-19, 10.3389/fnins.2018.00583, 2018.
  • "A Learning Framework for Winner-Take-All Networks with Stochastic Synapses"; H. Mostafa and G. Cauwen- berghs, Neural Computation, vol. 30 (6), pp. 1542-1572, 2018.
  • "A 500-MHz Bandwidth 7.5-mVpp Ripple Power-Amplifier Supply Modulator for RF Polar Transmitters"; C. Kim, C.S. Chae, Y.S. Yuk, C.M. Thomas, Y.G. Kim, J.K. Kwon, S. Ha, G. Cauwenberghs, and G.H. Cho, IEEE Journal of Solid-State Circuits, vol. 53 (6), pp. 1653-1665, 2018.
  • "Assimilation of Biophysical Neuronal Dynamics in Neuromorphic VLSI"; J. Wang, D. Breen, A. Akinin, F. Broc- card, H.D.I. Abarbanel, and G. Cauwenberghs, IEEE Trans. Biomedical Circuits and Systems, vol. 11 (6), pp. 1258-1270, 2017.
  • "A 144-MHz Fully Integrated Resonant Regulating Rectifier With Hybrid Pulse Modulation for mm-Sized Im- plants"; C. Kim, S. Ha, J. Park, A. Akinin, P.P. Mercier, and G. Cauwenberghs, IEEE Journal of Solid-State Circuits, vol. 52 (11), pp. 3043-3055, 2017.
  • "Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems"; J. Park, T. Yu, S. Joshi, C. Maier, and G. Cauwenberghs, IEEE Transactions on Neural Networks and Learning Systems, vol. 28 (10), pp. 2408-2422, 2017.
  • "Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Net- works"; H. Mostafa, B. Pedroni, S. Sheik, and G. Cauwenberghs, Frontiers in Neuroscience, vol. 11, pp. 496:1-15, 10.3389/fnins.2017.00496, 2017.
  • "Neuromorphic Neural Interfaces: From Neurophysiological Inspiration to Biohybrid Coupling with Nervous Sys- tems"; F.D. Broccard, S. Joshi, J. Wang and G. Cauwenberghs, Journal of Neural Engineering, vol. 14 (4), pp. 041002:1-26, 2017.
  • "EEG-Based Quantification of Cortical Current Density and Dynamic Causal Connectivity Generalized across Subjects Performing BCI-Monitored Cognitive Tasks "; H. Courellis, T. Mullen, H. Poizner, G. Cauwenberghs, and J.R. Iversen, Frontiers in Neuroscience, doi: 10.3389/fnins.2017.00180, vol. 11, pp. 180:1-17, 2017.
  • "A CMOS Current Steering Neurostimulation Array with Integrated DAC Calibration and Charge Balancing"; E. Greenwald, C. Maier, Q. Wang, R. Beaulieu, R. Etienne-Cummings, G. Cauwenberghs, and N. Thakor, IEEE Transactions on Biomedical Circuits and Systems, vol. 11 (2), pp. 324-335, 2017.
  • "Capacitively Coupled Arrays of Multiplexed Flexible Silicon Transistors for Long-Term Cardiac Electrophysiol- ogy"; H. Fang, K.J. Yu, C. Gloschat, Z. Yang, C.-H. Chiang, J. Zhao, S.M. Won, S. Xu, M. Trumpis, Y. Zhong, E. Song, S.W. Han, Y. Xue, D. Xu, Gert Cauwenberghs, M. Kay, Y. Huang, J. Viventi, I.R. Efimov, and J.A. Rogers, Nature Biomedical Engineering, vol. 1, 0038, doi: 10.1038/s41551-017-0038, 2017.
  • "Silicon-Integrated High-Density Electrocortical Interfaces"; S. Ha, A. Akinin, J. Park, C. Kim, H. Wang, C. Maier, P. P. Mercier, and G. Cauwenberghs, Proceedings of the IEEE, vol. 105 (1), pp. 11-33, 2017.
  • "A 6.5-uW/MHz Charge Buffer With 7-fF Input Capacitance in 65-nm CMOS for Noncontact Electropotential Sensing"; S. Joshi, C. Kim and G. Cauwenberghs, IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 63 (12), pp. 1161-1165, 2016.
  • "Training a Probabilistic Graphical Model With Resistive Switching Electronic Synapses"; S.B. Eryilmaz, E. Neftci, S. Joshi, S. Kim, M. BrightSky, H.-L. Lung, C. Lam, G. Cauwenberghs, H.-S. P. Wong, IEEE Trans- actions on Electron Devices, vol. 63 (12), pp. 5004-5011, 2016.
  • "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"; S. Ha, C. Kim, J. Park, S. Joshi and G. Cauwenberghs, IEEE Journal of Solid-State Circuits, vol. 51 (11), pp. 2664-2678, 2016.
  • "A Bidirectional Neural Interface IC With Chopper Stabilized BioADC Array and Charge Balanced Stimulator"; E. Greenwald, E. So, Q. Wang, M. Mollazadeh, C. Maier, R. Etienne-Cummings, G. Cauwenberghs, and N. Thakor, IEEE Transactions on Biomedical Circuits and Systems, vol. 10 (5), pp. 990-1002, 2016.
  • "Memristor-based Neural Networks: Synaptic versus Neuronal Stochasticity"; R. Naous, M. Al-Shevidat, E. Neftci, G. Cauwenberghs, and K.N. Salama, AIP Advances, doi: 10.1063/1.4967352, vol. 6, 111304, 2016. "Towards High-Resolution Retinal Prostheses with Direct Optical Addressing and Inductive Telemetry"; S. Ha, M.L. Khraiche, A. Akinin, Y. Jing, S. Damle, Y. Kuang, S. Bauchner, Y.-H. Lo, W.R. Freeman, G.A. Silva, and G. Cauwenberghs, Journal of Neural Engineering, vol. 13 (5), pp. 056008:1-19, 2016.
  • "Micropower Mixed-Signal VLSI Independent Component Analysis for Gradient Flow Acoustic Source Separa- tion"; M. Stanacevic, S. Li, G. Cauwenberghs, IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 63 (7), pp. 972-981, 2016.
  • "Mapping Generative Models onto a Network of Digital Spiking Neurons"; B.U. Pedroni, S. Das, J.V. Arthur, P.A. Merolla, B.L. Jackson, D.S. Modha, K. Kreutz-Delgado, and G. Cauwenberghs, IEEE Transactions on Biomedical Circuits and Systems, vol. 10 (4), pp. 837-854, 2016.
  • "Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines"; E.O. Neftci, B.U. Pedroni, S. Joshi, M. Al-Shedivat, and G. Cauwenberghs, Frontiers in Neuroscience, doi: 10.3389/fnins.2016.00241, vol. 10, pp. 241:1-16, 2016.
  • "A Correlation-based Framework for Evaluating Postural Control Stochastic Dynamics"; M. Hernandez, J. Snider, C. Stevenson, G. Cauwenberghs, and H. Poizner, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24 (5), pp. 551-561, 2016.
  • "A 1.3 mW 48 MHz 4 Channel MIMO Baseband Receiver With 65 dB Harmonic Rejection and 48.5 dB Spatial Signal Separation"; C. Kim, S. Joshi, C.M. Thomas, S. Ha, L.E. Larson and G. Cauwenberghs, IEEE Journal of Solid-State Circuits, vol. 51 (4), pp. 832-844, 2016.
  • "Real-Time Adaptive EEG Source Separation Using Online Recursive Independent Component Analysis"; S.H. Hsu, T.R. Mullen, T.P. Jung and G. Cauwenberghs, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24 (3), pp. 309-319, 2016.
  • "Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG"; T.R. Mullen, C.A.E. Kothe, Y.M. Chi, A. Ojeda, T. Kerth, S. Makeig, T. Jung, and G. Cauwenberghs, IEEE Transactions on Biomedical Engineering, vol. 62 (11), pp. 2553-2577, 2015.
  • "Memristors Empower Spiking Neurons With Stochasticity"; M. Al-Shedivat, R. Naous, G. Cauwenberghs, and K.N. Salama, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 5 (2), pp. 242-253, 2015.
  • "Event-Driven Contrastive Divergence: Neural Sampling Foundations"; E. Neftci, S. Das, B. Pedroni, K. Kreutz- Delgado, and G. Cauwenberghs, Frontiers in Neuroscience, doi: 10.3389/fnins.2015.00104, vol. 9, pp. 104:1- 3, 2015.

2010 - 2014

  • "Closed-Loop Brain-Machine-Body Interfaces for Noninvasive Rehabilitation of Movement Disorders"; F.D. Broc- card, T. Mullen, Y.M. Chi, D. Peterson, J.R. Iversen, M. Arnold, K. Kreutz-Delgado, T.P. Jung, S. Makeig, H. Poizner, T. Sejnowski, and G. Cauwenberghs, Annals of Biomedical Engineering, vol. 42 (8), pp. 1573-1593, 2014.
  • "Integrated Circuits and Electrode Interfaces for Noninvasive Physiological Monitoring"; S. Ha, C. Kim, Y.M. Chi, A. Akinin, C. Maier, A. Ueno, G. Cauwenberghs, IEEE Trans. Biomedical Engineering, vol. 61 (5), pp. 1522-1537, 2014.
  • "Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems"; E. Neftci, S. Das, B. Pedroni, K. Kreutz-Delgado, and G. Cauwenberghs, Frontiers in Neuroscience, doi: 10.3389/fnins.2013.00272, vol. 7, pp. 272:1-14, 2014.
  • "Reverse Engineering the Cognitive Brain"; G. Cauwenberghs, Proc. Nat. Acad. Sci. (PNAS), vol. 110 (39), pp. 15512-15513, 2013.
  • "Two-Photon Imaging of Blood Flow in the Rat Cortex"; J.D. Driscoll, A.Y. Shih, P.J. Drew, G. Cauwenberghs, and D. Kleinfeld, Cold Spring Harbor Protocols, vol. 2013 (8), doi:10.1101/pdb.prot076513, pp. 759-767, 2013.
  • "Wireless Noncontact ECG and EEG Biopotential Sensors"; Y.M. Chi, P. Ng, and G. Cauwenberghs, ACM Trans. Embedd. Comput. Syst., vol. 12 (4), pp. 103:1-19, 2013.
  • "1.1 TMACS/mW Fine-Grained Stochastic Resonant Charge-Recycling Array Processor"; R. Karakiewicz, R. Genov, and G. Cauwenberghs, IEEE Sensors Journal, vol. 12 (4), pp. 785-792, 2012.
  • "Dry and Noncontact EEG Sensors for Mobile Brain-Computer Interfaces"; Y.M. Chi, Y.-T. Wang, Y. Wang, C. Maier, T.-P. Jung, and G. Cauwenberghs, IEEE Trans. Neural Systems and Rehabilitation Engineering, vol. 20 (2), pp. 228-235, 2012.
  • "Ultra-High Input Impedance, Low Noise Integrated Amplifier for Noncontact Biopotential Sensing"; Y.M. Chi, C. Maier, and G. Cauwenberghs, IEEE J. Emerging Topics in Circuits and Systems, vol. 1 (4), pp. 526-535, 2011.
  • "A CMOS In-Pixel CTIA High Sensitivity Fluorescence Imager"; K. Murari, R. Etienne-Cummings, N. Thakor, and G. Cauwenberghs, IEEE Transactions on Biomedical Circuits and Systems, vol. 5 (5), pp. 449-458, 2011. "Biophysical Neural Spiking, Bursting, and Excitability Dynamics in Reconfigurable Analog VLSI"; T. Yu, T.J. Sejnowski, and G. Cauwenberghs, IEEE Transactions on Biomedical Circuits and Systems, vol. 5 (5), pp. 420-429, 2011.
  • "Fast-Settling Multiple-Loop Adaptive Frequency Locking Scheme for Energy-Efficient Resonant FSK Transmit- ter"; C. Maier, T.-V. Cao, D. Wisland, T.S. Lande, and G. Cauwenberghs, Electronics Letters, vol. 47 (14), pp. 794-796, 2011.
  • "Neuromorphic Silicon Neuron Circuits"; G. Indiveri, B. Linares-Barranco, T.J. Hamilton, A. van Schaik, R. Etienne-Cummings, T. Delbruck, S.C. Liu, P. Dudek, P. Hafliger, S. Renaud, J. Schemmel, G. Cauwenberghs, J. Arthur, K. Hynna, F. Folowosele, S. Saighi, T. Serrano-Gotarredona, J. Wijekoon, Y. Wang, K. Boahen, Front. Neuroscience, vol. 5 (73), 2011.
  • "Photon Counting, Censor Corrections, and Lifetime Imaging for Improved Detection in Two-Photon Microscopy"; J.D. Driscoll, A.Y. Shih, S. Iyengar, J.J. Field, G.A. White, J.A. Squier, G. Cauwenberghs, and D. Kleinfeld, J. Neurophysiology, vol. 105 (6), pp. 3106-3113, 2011.
  • "Dry-Contact and Noncontact Biopotential Electrodes: Methodological Review," Y.M Chi, T.P. Jung, and G. Cauwenberghs, IEEE Reviews in Biomedical Engineering, vol. 3, pp. 106-119, 2010.
  • "Analog VLSI Biophysical Neurons and Synapses with Programmable Membrane Channel Kinetics," T. Yu and G. Cauwenberghs, IEEE Trans. Biomedical Circuits and Systems, vol. 4 (3), pp. 139-148, 2010.
  • "A SiGe BiCMOS 8-Channel Multi-Dithering, Sub-Microsecond Adaptive Controller," D.N. Loizos, P.P. Sotiriadis and G. Cauwenberghs, IEEE Trans. Circuits and Systems I: Regular Papers, vol. 57 (1), pp. 53-63, 2010.

2005 - 2009

1990 - 2004


Conference Proceedings

2015 - 2019

  • "Performance Trade-offs in Weight Quantization for Memory-Efficient Inference"; P.M. Tostado, B.U. Pedroni and G. Cauwenberghs, IEEE Int. Conf. Artificial Intelligence Circuits and Systems (AICAS 2019), Hsinchu Taiwan, March 18-20, 2019.
  • "DropOut and Drop Connect for Reliable Neuromorphic Inference under Energy and Band width Constraints in Network Connectivity"; Y.Sakaietal,IEEEInt. Conf. Artificial Intelligence Circuits and Systems (AICAS 2019), Hsinchu Taiwan, March 18-20, 2019.
  • "Electrode-Skin Impedance Characterization of In-Ear Electrophysiology Accounting for Cerumen and Electrodermal Response"; A. Paul, S.R. Deiss, D. Tourtelotte, M. Kleffner, T. Zhang, and G. Cauwenberghs, Int. IEEE EMBS Conf. Neural Engineering (NER’2019), San Francisco CA, March 20-23, 2019.
  • "Small-Footprint Spiking Neural Networks for Power-Efficient Keyword Spotting"; B.U. Pedroni, S. Sheik, H. Mostafa, S. Paul, C. Augustine, and G. Cauwenberghs, 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS’2018), Cleveland OH, Oct. 17-19, 2018.
  • "Real-Time Spike Sorting for Multi-Electrode Arrays with Online Independent Component Analysis"; A.P. Buccino, S.-H. Hsu, and G. Cauwenberghs, 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS’2018), Cleveland OH, Oct. 17-19, 2018.
  • "Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines"; S. Kalyan, S. Joshi, S. Sheik, B. Pedroni, and G. Cauwenberghs, 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS’2018), Cleveland OH, Oct. 17-19, 2018.
  • "Independent Component Analysis for Fully Automated Multi-Electrode Array Spike Sorting"; A.P. Buccino, E. Hagen,G.T.Einevoll,P.D., Hafliger, and G. Cauwenberghs, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 2627-2630, Honolulu, HI, 2018.
  • "A Deep Learning Approach for the Classication of Neuronal Cell Types"; A. P. Buccino, T. V. Ness, G. T. Einevoll, G. Cauwenberghs and P. D. Hafliger, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 999-1002, Honolulu, HI, 2018.
  • "Stroke-Associated Hemiparesis Detection Using Body Joints and Support Vector Machines"; V. Ramesh, K. Agrawal, B. Meyer, G. Cauwenberghs, and N. Weibel, Proc. 12th ACM EAI Int. Conf. Pervasive Computing Technologies for Healthcare, pp. 55-58, May 21, 2018.
  • "A 92dB Dynamic Range sub-uV rms-noise 0.8 uW/ch Neural-Recording ADC Array with Predictive Digital Autoranging"; C. Kim, S. Joshi, H. Courellis, J. Wang, C. Miller, and G. Cauwenberghs, 2018 IEEE Int. Solid-State Circuits Conference (ISSCC’2018), pp. 470-472, 2018.
  • "From Algorithms to Devices: Enabling Machine Learning through Ultra-Low-Power VLSI Mixed-Signal Array Processing"; S.Joshi, C.Kim, S.Ha and G.Cauwenberghs, 2017 IEEE Custom Integrated Circuits Conference (CICC) (invited paper), Austin, TX, 2017.
  • "Design of Miniaturized Wireless Power Receivers for mm-sized Implants"; C. Kim, S. Ha, A. Akinin, J. Park, R. Kubendran, H. Wang, P. Mercier, and G. Cauwenberghs, 2017 IEEE Custom Integrated Circuits Conference (CICC) (invited paper), Austin, TX, 2017.
  • "Neuromorphic Event-Driven Multi-Scale Synaptic Connectivity and Plasticity"; S. Joshi, B. U. Pedroni and G. Cauwenberghs, 2017 51st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, 2017.
  • "Neuromorphic Synapses with Reconfigurable Voltage-Gated Dynamics for Biohybrid Neural Circuits"; J. Wang, T. Yu, A. Akinin, G. Cauwenberghs, and F.D. Broccard, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS’2017), Turin Italy, Oct. 19-21, 2017.
  • "A Computational Framework for Effective Isolation of Single-Unit Activity from In-Vivo Electrophysiological Recording"; H. Courellis, S. Nummela, C. Miller, and G. Cauwenberghs, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS’2017), Turin Italy, Oct. 19-21, 2017.
  • "WirelessPoweringofmm-ScaleFully-On-Chip Neural Interfaces"; J.Park, C.Kim, A.Akinin, S.Ha, G.Cauwenberghs, and P.P.Mercier, 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS’2017), Turin Italy, Oct. 19-21, 2017.
  • "Energy Efficiency in Adaptive Neural Circuits"; G. Cauwenberghs, 2017 IEEE 5th Berkeley Symp. Energy Efficient Electronic Systems (E3S), Steep Transistors Workshop, Berkeley CA, Oct. 19-20, 2017.
  • "Localizing Neuronal Somata from Multi-Electrode Array In-Vivo Recordings Using Deep Learning"; A.P. Buccino, T.V. Ness, G. Einevoll, G. Cauwenberghs, and P. Hafliger, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2017), pp. 974-977, Jeju Island Korea, Jul. 11-15, 2017.
  • "Fast Classification Using Sparsely Active Spiking Networks"; H. Mostafa, B. Pedroni, S. Sheik, G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2017), Baltimore MD, May 28-31, 2017. "Pipelined Parallel Contrastive Divergence for Continuous Generative Model Learning"; B.U. Pedroni, S. Sheik, and G. Cauwenberghs, Proc. IEEE Int .Symp. Circuits and Systems (ISCAS’2017), Baltimore MD, May28-31, 2017.
  • "Exploring Stroke-Associated Hemiparesis Assessment with Support Vector Machines"; V. Ramesh, K. Agrawal, B. Meyer, G. Cauwenberghs, and N. Weibel, Proc. 11th ACM EAI Int. Conf. Pervasive Computing Technologies for Healthcare, pp. 464-467, May 23, 2017.
  • "2pJ/MAC 14b 8x8 Linear Transform Mixed-Signal Spatial Filter in 65nm CMOS with 84dB Interference Suppression"; S. Joshi, C. Kim, S. Ha, Y. M. Chi and G. Cauwenberghs, 2017 IEEE International Solid-State Circuits Conference (ISSCC’2017), San Francisco, CA, 2017.
  • "Memristor for computing: Myth or reality?"; S. Hamdioui, S. Kvatinsky, G. Cauwenberghs, L. Xie, N. Wald, S. Joshi, H. Mostafa Elsayed, H. Corporaal, and K. Bertels, 2017 Design, Automation and Test in Europe (DATE), Lausanne Switzerland, pp. 722-731, 2017.
  • "Energy Efficiency Limits of Logic and Memory"; S. Agarwal, J. Cook, E. DeBenedictis, M.P. Frank, G. Cauwenberghs, S. Srikanth, B. Deng, E.R. Hein, P.G. Rabbat, and T.M. Conte, 2016 IEEE International Conference on Rebooting Computing (ICRC), San Diego, CA, USA, 2016.
  • "Data Assimilation of Membrane Dynamics and Channel Kinetics with A Neuromorphic Integrated Circuit"; J. Wang, D. Breen, A. Akinin, H. D. I. Abarbanel and G. Cauwenberghs, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS’2016), Shanghai, 2016.
  • "Membrane-DependentNeuromorphicLearningRuleforUnsupervisedSpikePatternDetection"; S.Sheik, S.Paul, C. Augustine and G. Cauwenberghs, 2016 IEEE Biomedical Circuits and Systems Conference(BioCAS’2016), Shanghai, 2016.
  • "Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity"; B.U. Pedroni, S. Sheik, S.Joshi,G.Detorakis,S.Paul,C.Augustine,E.Neftci,andG.Cauwenberghs,2016IEEEBiomedicalCircuits and Systems Conference (BioCAS’2016), Shanghai, 2016.
  • "EEG Channel Interpolation Using Ellipsoid Geodesic Length"; H. S. Courellis, J. R. Iversen, H. Poizner and G. Cauwenberghs, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS’2016), Shanghai, 2016.
  • "Extracellular Single Neuron Stimulation with High-Density Multi-Electrode Array"; A.P.Buccino, Stober, S. Nss, G. Cauwenberghs and P. Hafliger, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS’2016), Shanghai, 2016.
  • "A Fully Integrated 144M Hz Wireless-Power-Receiver-on-Chip with an Adaptive Buck-Boost Regulating Rectifier and Low-Loss H-Tree Signal Distribution"; C. Kim, J. Park, A. Akinin, S. Ha, R. Kubendran, H. Wang, P.P. Mercier, and G. Cauwenberghs, 2016 IEEE Symposiumon VLSI Circuits (VLSI-Circuits), Honolulu,HI,2016.
  • "A 6uW/MHz Charge Buffer with 7fF Input Capacitance in 65nm CMOS for Non-Contact Electropotential Sensing"; S. Joshi, C. Kim and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2016), Montreal, QC, May 22-25, 2016.
  • "Synaptic Sampling in Hardware Spiking Neural Networks"; S. Sheik, S. Paul, C. Augustine, C. Kothapalli, M.M. Khellah, G. Cauwenberghs, and E. Neftci, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2016), Montreal, QC, May 22-25, 2016.
  • "Stochastic Synaptic Plasticity with Memristor Crossbar Arrays"; R.Naous,M. Al-Shedivat, E.Neftci, G.Cauwenberghs and K. N. Salama, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2016), Montreal, QC, May 22-25, 2016.
  • "Neuromorphic Architectures with Electronic Synapses"; S. B. Eryilmaz, S. Joshi, E. Neftci, W. Wan, G. Cauwenberghs and H. S. P. Wong, Proc. 17th Int. Symp. Quality Electronic Design (ISQED’2016), Santa Clara, CA, March 14-16, 2016.
  • "A 5 uW/Channel 9b-ENOB BioADC Array for Electrocortical Recording"; E. Greenwald, E. So, M. Mollazadeh, C. Maier, R. Etienne-Cummings, N. Thakor, and G. Cauwenberghs, IEEE Biomedical Circuits and Systems Conference (BioCAS 2015), Atlanta GA, Oct. 22-24, 2015.
  • "EEG Based Inference of Causal Cortical Network Dynamics in Reward-Based Decision Making"; H. Courellis, D. Peterson, H.Poizner, G.Cauwenberghs, and J.Iversen, IEEE Biomedical Circuits and Systems Conference (BioCAS 2015), Atlanta GA, Oct. 22-24, 2015. "Bidirectional Neural Interface: Closed-Loop Feedback Control for Hybrid Neural Systems"; Z. Chou, J. Lim, S. Brown, M. Keller, J. Bugbee, F. Broccard, M. Khraiche, G. Silva, and G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2015), Milan Italy, Aug. 25-29, 2015.
  • "Tracking Non-Stationary EEG Sources Using Adaptive Online Recursive Independent Component Analysis"; S.H. Hsu, L. Pion-Tonachini, T.-P. Jung, and G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2015), Milan Italy, Aug. 25-29, 2015.
  • "Real-Time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization"; L. Pion-Tonachini, S.H.Hsu, S.Makeig, T.-P .Jung, and G.Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2015), Milan Italy, Aug. 25-29, 2015.
  • "Estimating Direction and Depth of Visual Fixation Using Electrooculography"; C. Stevenson, T.-P. Jung, and G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2015), Milan Italy, Aug. 25-29, 2015.
  • "Non-Parametric Group-Level Statistics for Source-Resolved ERP Analysis"; C. Lee, M. Miyakoshi, A. Delorme, G. Cauwenberghs, and S. Makeig, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2015), Milan Italy, Aug. 25-29, 2015.
  • "A 144MHz Integrated Resonant Regulating Rectifier with Hybrid Pulse Modulation"; C. Kim, S. Ha, J. Park, A. Akinin, P.P. Mercier, and G. Cauwenberghs Proc. IEEE Symp. VLSI Circuits (VLSI Circuits 2015), pp. 284-285, Kyoto Japan, Jun. 15-18, 2015.
  • "A16-ChannelWirelessNeuralInterfacingSoCwithRF-PoweredEnergy-ReplenishingAdiabaticStimulation";S. Ha, A. Akinin, J. Park, C. Kim, H. Wang, C. Maier, and G. Cauwenberghs, Proc. IEEE Symp. VLSI Circuits (VLSI Circuits 2015), pp. 106-107, Kyoto Japan, Jun. 15-18, 2015.
  • "A CMOS 4-Channel MIMO Baseband Receiver with 65dB Harmonic Rejection over 48MHz and 50dB Spatial Signal Separation over 3MHz At 1.3 mW"; C. Kim, S. Joshi, C. Thomas, S. Ha, A. Akinin, L. Larson, and G. Cauwenberghs,Proc. IEEESymp. VLSICircuits(VLSICircuits2015),pp. 304-305, KyotoJapan, Jun.15-18, 2015.
  • "Gibbs Sampling with Low-Power Spiking Digital Neurons"; S. Das, B. Pedroni, P. Merolla, J., A. Cassidy, B.L. Jackson, D. Modha, G. Cauwenberghs, and K. Kreutz-Delgado, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2015), Lisbon Portugal, May 24-27, 2015.
  • "ValidatingOnlineRecursiveIndependentComponentAnalysisonEEGdata"; S.-H.Hsu,T.Mullen,T.-P.Jung,G. Cauwenberghs, 7th Ann. Int. IEEE EMBS Conf. Neural Engineering (NER 2015), Montpellier France, Apr. 22-24, 2015.
  • "Inherently Stochastic Spiking Neurons for Probabilistic Neural Computation"; M. Al-Shedivat, R. Naous, E. Neftci, G Cauwenberghs, and K.N. Salama, 7th Ann. Int. IEEE EMBS Conf. Neural Engineering (NER 2015), Montpellier France, Apr. 22-24, 2015.
  • "Frequency Domain Identification of Proprioceptive Evoked Potentials in Compliant Kinematic Experiments"; A. Akinin, N. Govil, H. Poizner, and G. Cauwenberghs, 7th Ann. Int. IEEE EMBS Conf. Neural Engineering (NER 2015), Montpellier France, Apr. 22-24, 2015.

2010 - 2014

  • "A 65k-Neuron 73-Mevents/s 22-pJ/event Asynchronous Micro-Pipelined Integrate-and-Fire Array Transceiver"; J. Park, S. Ha, T. Yu, E. Neftci, and G. Cauwenberghs, IEEE Biomedical Circuits and Systems Conference (BioCAS 2014), Lausanne Switzerland, Oct. 22-24, 2014.
  • "A 12.6 mW 8.3 Mevents/s Contrast Detection 128x128 Imager with 75 dB Intra-Scene DR Asynchronous Random-Access Digital Readout"; J. Park, S. Ha, C. Kim, S. Joshi, T. Yu, W. Ma and G. Cauwenberghs, IEEE Biomedical Circuits and Systems Conference (BioCAS 2014), Lausanne Switzerland, Oct. 22-24, 2014.
  • "Continuous Wave Ultrasonic Doppler Tonometry"; A. Akinin, J. Yang, A. Williams, A. Lee, P. Pourhoseini, A. Fronek, and G. Cauwenberghs, IEEE Biomedical Circuits and Systems Conference (BioCAS 2014), Lausanne Switzerland, Oct. 22-24, 2014.
  • "A 7.86 mW 12.5 dBm In-Band IIP3 8-to-320 MHz Capacitive Harmonic Rejection Mixer in 65nm CMOS"; C. Kim, S. Ha, C. Thomas, S. Joshi, J. Park, L. Larson, and G. Cauwenberghs, Proc. 40th IEEE Eur. Solid State Circuits Conf. (ESSCIRC 2014), pp. 227-230, Venice Italy, Sept. 22-26, 2014.
  • "A BiCMOS 50 MHz Input Bandwidth, 1-to-16 Channelizer Optimized for Low Power Analog Signal Classification"; H. Li, C.M. Thomas, G. Cauwenberghs, and L.E. Larson, Proc. IEEE Bipolar/BiCMOS Circuits and Technology Meeting (BCTM 2014), pp. 76-79, San Diego CA, Sept. 28-Oct. 1, 2014.
  • "Online Recursive Independent Component Analysis for Real-Time Source Separation of High-Density EEG"; S.H.Hsu,T.Mullen,T.P.JungandG.Cauwenberghs,Proc. IEEEEngineeringinMedicineandBiologyConf. (EMBC 2014), Chicago IL, Aug. 26-30, 2014.
  • "An Efficient ASIC Implementation of 16-Channel On-Line Recursive ICA Processor for Real-Time EEG System"; W.C. Fang, K.J. Huang, C.C. Chou, J.C. Chang, T.P. Jung and G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2014), Chicago IL, Aug. 26-30, 2014.
  • "CausalAnalysisofCorticalNetworksInvolvedinReachingtoSpatialTargets"; J.R.Iversen,A.Ojeda,T.Mullen, M. Plank, J. Snider, G. Cauwenberghs, and H. Poizner, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2014), Chicago IL, Aug. 26-30, 2014.
  • "Energy-Recycling Integrated 6.78-Mbps Data 6.3-mW Power Telemetry over a Single 13.56-MHz Inductive Link"; S. Ha, C. Kim, J. Park, S. Joshi, and G. Cauwenberghs, 2014 IEEE Symp. VLSI Circuits, Honolulu HI, June 10-13, 2014.
  • "High Gamma Band Activity in Noninvasively Measured EEG Preceding Anti-Saccade Initiation"; M. Furukawa, S. Wada, A. Ueno, A. Akinin, and G. Cauwenberghs, 2014 IEEE Int. Symp. Medical Measurements and Applications (MeMeA 2014), London UK, June 11-12, 2014.
  • "Video Analytics Using Beyond CMOS Devices"; V. Narayanan, S. Datta, G. Cauwenberghs, D. Chiarulli, S. Levitan, andP.Wong, 2014 Design, Automation and Test in Europe Conference and Exhibition (DATE 2014), Dresden Germany, March 24-28, 2014.
  • "Non contact Sensing of Electrocardiographic Potential and Body Proximity b yIn-bed Conductive Fabrics";K.Ito, Y. Fukuoka, G. Cauwenberghs, and A. Ueno, 2013 IEEE Computing in Cardiology Conf. (CinC 2013), pp. 523-526, Zaragoza Spain, Sept. 22-25, 2013.
  • "Neuromorphic Adaptations of Restricted Boltzmann Machines and Deep Belief Networks"; B.U. Pedroni, S.Das, E. Neftci, K. Kreutz-Delgado, and G. Cauwenberghs, 2013 Int. Joint Conf. Neural Networks (IJCNN’2013), Dallas TX, Aug. 4-9, 2013. "Concentric Bipolar Active Electrode for Noninvasive Biopotential Measurement in Autonomic Nervous System";
  • S. Hasegawa, Y. Aoki, S. Wada, A. Ueno, G. Cauwenberghs, Y. Fukuoka, Y. Shimizu, N. Nishimura, and S. Iwase, E-Health and Bioengineering Conf. (EHB’2013), Iasi Romania, Nov. 21-23, 2013.
  • "A CMOS Neurostimulator with On-chip DAC Calibration and Charge Balancing"; E. Greenwald, C. Chen, N. Thakor, C. Maier, and G. Cauwenberghs, 2013 IEEE Biomedical Circuits and Systems Conf. (BioCAS’2013), pp. 89-92, Oct. 31-Nov. 2, 2013.
  • "85 dB Dynamic Range 1.2 mW 156 kS/s Biopotential Recording IC for High-Density ECoG Flexible Active ElectrodeArray"; S.Ha,J.Park,Y.M.Chi,J.Viventi,J.Rogers,andG.Cauwenberghs,IEEEEur. Solid-State Circ. Conf. (ESSCIRC’2013), Bucharest Romania, Sept. 16-20, pp. 141-144, 2013.
  • "Real-Time Modeling and 3D Visualization of Source Dynamics and Connectivity using Wearable EEG"; T. Mullen, C. Kothe, Y.M. Chi, A. Ojeda, T. Kerth, S. Makeig, G. Cauwenberghs, and T.P. Jung, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2013), Osaka Japan, July 3-7, pp. 2184-2187, 2013.
  • "Visual evoked potential characterization of rabbit animal model for retinal prosthesis research";M.L.Khraiche,S. El Emam, A. Akinin, G. Cauwenberghs, W. Freeman, G.A. Silva, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2013), Osaka Japan, July 3-7, pp. 3539-3542, 2013.
  • "The Role of Proprioceptive Feedback in Parkinsonian Resting Tremor"; N. Govil, A. Akinin, S. Ward, J. Snider, M.Plank,G.Cauwenberghs,andH.Poizner,Proc. IEEEEngineeringinMedicineandBiologyConf. (EMBC 2013), Osaka Japan, July 3-7, pp. 4969-4972, 2013.
  • "An Efficient VLSI Implementation of On-Line Recursive ICA Processor for Real-Time Multi-Channel EEGSignal Separation"; W.-Y. Shih, J.C. Liao, K.-J. Huang, W.C. Fang, G. Cauwenberghs, and T.P. Jung, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2013), Osaka Japan, July 3-7, pp. 6808-6811, 2013.
  • "65k-Neuron Integrate-and-Fire Array Transceiver with Address-event Reconfigurable Synaptic Routing"; T. Yu, J. Park, S. Joshi, C. Maier, and G. Cauwenberghs, Proc. IEEE Biomedical Circuits and Systems Conf. (BioCAS’2012), Hsinchu Taiwan, Nov. 28-30, pp. 21-24, 2012.
  • "An Effective Chip Implementation of a Real-Time Eight-Channel EEG Signal Processor based on On-Line Recursive ICA Algorithm"; W.-Y. Shih, K.-J. Huang, C.-K. Chen, W.-C. Fang, G. Cauwenberghs, and T.-P. Jung, Proc. IEEE Biomedical Circuits and Systems Conf. (BioCAS’2012), Hsinchu Taiwan, Nov. 28-30, pp. 192-195, 2012.
  • "BFSKMICS Direct-DCO Transmitter with Adaptive Background Frequency Regulation";T.-V.Cao,C.Maier,D. Wisland, T.S. Lande, and G. Cauwenberghs, IEEE Eur. Solid-State Circ. Conf. (ESSCIRC’2012), Bordeaux France, Sept. 17-21, pp. 305-308, 2012.
  • "Event-driven Neural Integration and Synchronicity in Analog VLSI"; T. Yu, J. Park, S. Joshi, C. Maier, and G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2012), San Diego CA, Aug. 28-Sept. 1, pp. 775-778, 2012.
  • "Direct inductive stimulation for energy-efficient wireless neural interfaces"; S. Ha, M.L. Khraiche, G.A. Silva, G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2012), San Diego CA, pp. 883-886, 2012.
  • "Live Demonstration: Hierarchical Address-Event Routing Architecture for Reconfigurable Large Scale Neuromorphic Systems"; J. Park, T. Yu, C. Maier, S. Joshi, and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2012), Seoul Korea, May 20-23, pp. 707-711, 2012.
  • "Multi-channel mixed-signal noise source with applications to stochastic equalization"; J. Cao, R. Raich, G.C. Temes, and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS’2012), Seoul Korea, May 20-23, pp. 2497-2500, 2012.
  • "Recursive Independent Component Analysis for Online Blind Source Separation"; M.T. Akhtar, T.-P. Jung, S. MakeigandG.Cauwenberghs,Proc. IEEEInt. Symp. CircuitsandSystems(ISCAS’2012),SeoulKorea,May 20-23, pp. 2813 -2816, 2012.
  • "A Micropower Integrated Platform for Wireless Multichannel Recording of ECoG Activity"; M. Mollazadeh, E. Greenwald, M. Schieber, N. Thakor, and G. Cauwenberghs, Proc. Wireless Health (WH’2011), San Diego CA, pp. 30:1-2, 2011.
  • "Wireless Micro-ECoG Recording in Primates during Reach-to-Grasp Movements, ” M.Mollazadeh, E.Greenwald, N.Thakor, M.Schieber, and G.Cauwenberghs, IEEE Biomedical Circuits and Systems Conf. (BioCAS’2011), San Diego CA, 10-12 Nov., pp. 237-240, 2011.
  • "Integrated Ultra-High Impedance Front-End for Non-Contact Biopotential Sensing"; Y.M. Chi, C. Maier, and G. Cauwenberghs,IEEEBiomedicalCircuitsandSystemsConf. (BioCAS’2011), San Diego CA, 10-12 Nov.,pp. 456-459, 2011.
  • "Ultra-High Photosensitivity Silicon Nanophotonics for Retinal Prosthesis: Electrical Characteristics"; M.L. Khraiche, Y. Lo, D. Wang, G. Cauwenberghs, W. Freeman, G.A. Silva, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2011), Boston MA, pp. 2933-2936, Aug. 30-Sept. 3, 2011.
  • "OLAM: A Wearable ,Non-contact Sensor for Continuous Heart-rate and Activity Monitoring"; R.K.Albright, B.J. Goska, T.M. Hagen, Y.M. Chi, G. Cauwenberghs, and P.Y. Chiang, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2011), Boston MA, pp. 5625-5628, Aug. 30-Sept. 3, 2011.
  • "WirelessDryEEGforDrowsinessDetection";J.Park,L.Xu,V.Sridhar,Y.M.Chi,G.Cauwenberghs,Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2011), Boston MA, pp. 3298-3301, Aug. 30-Sept. 3, 2011.
  • "Properties of Dry and Non-contact Electrodes for Wearable Physiological Sensors"; N.Gandhi, C.Khe, D.Chung, Y.M.Chi, and G.Cauwenberghs, IEEE Int. Conf. BodySensor Networks (BSN’2011),DallasTX,May23-25, pp.107-112, 2011.
  • "Energy-Efficient Resonant BFSKMICS Transmitter with Fast-Settling Dual-Loop Adaptive Frequency Locking"; C. Maier, T.-V. Cao, D. Wisland, T.S. Lande, and G. Cauwenberghs, IEEE Int. Symp. Circuits and Systems (ISCAS’2011), Rio de Janeiro, Brazil, May 15-18, pp. 2601-2604, 2011.
  • "Confession Session: Learning from Others Mistakes"; P. Abshire, A. Bermak, R. Berner, G. Cauwenberghs, S. Chen, J.B.Christen, T.Constandinou, E.Culurciello, M.Dandin, T.Datta, T.Delbruck, P.Dudek, A.Eftekhar, R. Etienne-Cummings, G. Indiveri, M.K. Law, B. Linares-Barranco, J. Tapson, W. Tang, and Y. Zhai, IEEE Int. Symp. Circuits and Systems (ISCAS’2011), Rio de Janeiro, Brazil, May 15-18, 2011.
  • "Subthreshold MOS Dynamic Translinear Neural and Synaptic Conductance"; T. Yu, S. Joshi, V. Rangan, and G. Cauwenberghs, Int. IEEE/EMBS Conf. Neural Engineering (NER’2011), Cancun, Mexico, Apr. 27-May 1, pp. 68-71, 2011.
  • "Biophysical Neural Spiking and Bursting Dynamics in Reconfigurable Analog VLSI," T. Yu, T.J. Sejnowski, and G. Cauwenberghs, Proc. IEEE Biomedical Circuits and Systems Conf. (BioCAS 2010), Paphos Cyprus, Nov 3-5, 2010.
  • "Wireless Non-Contact Biopotential Electrodes," Y.M. Chi, P. Ng, C. Maier, and G. Cauwenberghs, Proc. ACM Wireless Health Conf. (WH 2010), San Diego, Oct. 4-6, 2010.
  • "Wireless Non-Contact Cardiac and Brain Monitoring," Y.M. Chi, P. Ng, E. Kang, J. Kang, J. Fang, and G. Cauwenberghs, Proc. ACM Wireless Health Conf. (WH 2010), San Diego, Oct. 4-6, 2010.
  • "Micropower Integrated Bioamplifier and Auto-ranging ADC for Wireless and Implantable Medical Instrumentation," Y.M. Chi and G. Cauwenberghs, Proc. IEEE Eur. Solid State Circuits Conf. (ESSCIRC 2010), Sevilla, Spain, Sept. 13-17, 2010.
  • "Wireless Physiological Monitoring and Ocular Tracking: 3D Calibration in a Fully-Immersive Virtual Health Care Environment," L. Zhang, Y.M. Chi, E. Edelstein, J. Schulze, K. Gramann, A. Velasquez, G. Cauwenberghs, and E. Macagno, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2010), Buenes Aires, Argentina, Aug. 31-Sept. 4, 2010.
  • "A Subthreshold aVLSI Implementation of the Izhikevich Simple Neuron Model," V. Rangan, A. Ghosh, V. Aparin, and G. Cauwenberghs, Proc. IEEE Engineering in Medicine and Biology Conf. (EMBC 2010), Buenes Aires, Argentina, Aug. 31-Sept. 4, 2010.
  • "Wireless Non-contact EEG/ECG Electrodes for Body Sensor Networks," Y.M. Chi and G. Cauwenberghs, Proc. Body Sensor Networks (BSN 2010), Biopolis, Singapore, June 7-9, 2010.
  • "Log-Domain Time-Multiplexed Realization of Dynamical Conductance-Based Synapses," T. Yu and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2010), Paris France, May 30-June 2, 2010.
  • "Intensity Histogram CMOS Image Sensor for Adaptive Optics," Y.M. Chi, G. Carhart, M.A. Vorontsov, and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2010), Paris France, May 30-June 2, 2010.
  • "Scalable Event Routing in Hierarchical Neural Array Architecture with Global Synaptic Connectivity," S. Joshi, S. Deiss, M. Arnold, J. Park, T. Yu, and G. Cauwenberghs, Proc. IEEE Int. Workshop Cellular Nanoscale Networks and Their Applications (CNNA 2010), Berkeley CA, Febr. 3-5, 2010.

2005 - 2009

1990 - 2004

  • "Power Harvesting and Telemetry in CMOS for Implanted Devices," C. Sauer, M. Stanacevic, G. Cauwenberghs and N. Thakor, Proc. IEEE Int. Workshop Biomedical Circuits and Systems (BioCAS'2004), Singapore, Dec. 1-3, 2004.
  • "16-Channel Wide-Range VLSI Potentiostat Array," M. Stanacevic, K. Murari, G. Cauwenberghs and N. Thakor, Proc. IEEE Int. Workshop Biomedical Circuits and Systems (BioCAS'2004), Singapore, Dec. 1-3, 2004.
  • "Spike Sorting with Support Vector Machines," R.J. Vogelstein, K. Murari, P.H. Thakur, G. Cauwenberghs, S. Chakrabartty and C. Diehl, Proc. 26th Ann. Int. Conf. IEEE Engineering in Medicine and Biology Society (EMBS'2004), San Francisco, Sept. 1-4, 2004 (Region 2 Finalist, EMBS-Whitaker Student Paper Competition).
  • "Wide-Range, Picoampere-Sensitivity Multichannel VLSI Potentiostat for Neurotransmitter Sensing," K. Murari, N. Thakor, M. Stanacevic and G. Cauwenberghs, Proc. 26th Ann. Int. Conf. IEEE Engineering in Medicine and Biology Society (EMBS'2004), San Francisco, Sept. 1-4, 2004 (Second Prize Finalist, EMBS-Whitaker Student Paper Competition).
  • "Analog Auditory Perception Model for Robust Speech Recognition," Y. Deng, S. Chakrabartty and G. Cauwenberghs, Proc. IEEE Int. Joint Conf. Neural Networks (IJCNN'2004), Budapest Hungary, July 25-29, 2004.
  • "Robust Speech Feature Extraction by Growth Transformation in Reproducing Kernel Hilbert Space," S. Chakrabartty, Y. Deng and G. Cauwenberghs, Proc. IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP'2004), Montreal Canada, May 17-21, 2004.
  • "Margin Propagation and Forward Decoding in Analog VLSI," S. Chakrabartty and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2004), Vancouver Canada, May 23-26, 2004.
  • "Integrated Multi-Electrode Fluidic Nitric-Oxide Sensor and VLSI Potentiostat Array," M. Naware, A. Rege, R. Genov, M. Stanacevic, G. Cauwenberghs and N. Thakor, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2004), Vancouver Canada, May 23-26, 2004.
  • "Silicon Spike-Based Synaptic Array and Address-Event Transceiver," R.J. Vogelstein, U. Mallik and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2004), Vancouver Canada, May 23-26, 2004.
  • "Mixed-Signal Real-Time Adaptive Blind Source Separation," A. Celik, M. Stanacevic and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2004), Vancouver Canada, May 23-26, 2004.
  • "Gradient Flow Bearing Estimation with Blind Identification of Non-Stationary Signal and Interference," M. Stanacevic, G. Cauwenberghs and L. Riddle, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2004), Vancouver Canada, May 23-26, 2004.
  • "Three-Decade Programmable Fully Differential Linear OTA," Y. Deng, S. Chakrabartty and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2004), Vancouver Canada, May 23-26, 2004.
  • "Micropower Mixed-Signal Acoustic Localizer," M. Stanacevic and G. Cauwenberghs, Proc. IEEE Eur. Solid State Circuits Conf. (ESSCIRC 2003), Estoril Portugal, Sept. 16-18, 2003.
  • "Sparse Probability Regression by Label Partitioning," S. Chakrabartty, G. Cauwenberghs and Jayadeva, Proc. 16th Conf. Computational Learning Theory (COLT'03), Washington DC, Aug. 24-27, 2003.
  • "VLSI Multi-Channel Track-and-Hold Potentiostat," R. Genov, M. Stanacevic, M. Naware, G. Cauwenberghs and N. Thakor, in Microtechnologies for the New Millennium 2003, Proc. SPIE vol. 5119, May 2003.
  • "SVM Incremental Learning, Adaptation and Optimization," C.P. Diehl and G. Cauwenberghs, Proc. IEEE Int. Joint Conf. Neural Networks (IJCNN'2003), Portland OR, July 20-23, 2003.
  • "Power Dissipation Limits and Large Margin in Wireless Sensors," S. Chakrabartty and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2003), Bangkok Thailand, May 25-28, 2003.
  • "Algorithmic Partial Analog-to-Digital Conversion in Mixed-Signal Array Processors," R. Genov and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2003), Bangkok Thailand, May 25-28, 2003.
  • "Distributed Neurochemical Sensing: In Vitro Experiments," G. Mulliken, M. Naware, A. Bandyopadhyay, G. Cauwenberghs and N. Thakor, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2003), Bangkok Thailand, May 25-28, 2003.
  • "Mixed-Signal Gradient Flow Bearing Estimation," M. Stanacevic and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2003), Bangkok Thailand, May 25-28, 2003.
  • "A Comparison of Algorithms for Sound Localization," P. Julian, A.G. Andreou, L. Riddle, S. Shamma and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2003), Bangkok Thailand, May 25-28, 2003.
  • "Robust Cephalometric Landmark Identification Using Support Vector Machines," S. Chakrabartty, M Yagi, T. Shibata and G. Cauwenberghs, Proc. IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP'2003), Hong Kong, Apr. 6-10, 2003.
  • "Expectation Maximization of Forward Decoding Kernel Machines," S. Chakrabartty and G. Cauwenberghs, Proc. 9th Int. Workshop Artificial Intelligence and Statistics (AISTATS'2003), Key West FL, Jan. 3-6, 2003.
  • "Spike Timing-Dependent Plasticity in the Address Domain," R.J. Vogelstein, F. Tenore, R. Philipp, M.S. Adlerstein, D.H. Goldberg, and G. Cauwenberghs, Adv. Neural Information Processing Systems (NIPS'2002), Cambridge: MIT Press, vol. 15, 2003.
  • "Forward-Decoding Kernel-Based Phone Sequence Recognition," S. Chakrabartty and G. Cauwenberghs, Adv. Neural Information Processing Systems (NIPS'2002), Cambridge: MIT Press, vol. 15, 2003.
  • "Detector Array For Direct Control of a Deformable Mirror," R. Winsor, A. Sivaramakrishnan, G. Cauwenberghs, M. Cohen, M. Frazier, M. Kruger and T. Myers, in High-Resolution Wavefront Control: Methods, Devices, and Applications IV, J.D. Gonglewski et al., Eds., Proc. SPIE vol. 4825, July 2002.
  • "A 5.9mW 6.5GMACS CID/DRAM Array Processor," R. Genov, G. Cauwenberghs, G. Mulliken and F. Adil, Proc. European Solid-State Circuits Conference (ESSCIRC'2002), Florence Italy, Sept. 24-26, 2002.
  • "Kerneltron: Support Vector `Machine' in Silicon," R. Genov and G. Cauwenberghs, Proc. SVM'2002, Lecture Notes in Computer Science, vol. 2388, pp. 120-134, 2002.
  • "Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition," S. Chakrabartty and G. Cauwenberghs, Proc. SVM'2002, Lecture Notes in Computer Science, vol. 2388, pp. 278-292, 2002.
  • "Delta-Sigma Algorithmic Analog-to-Digital Conversion," G. Mulliken, F. Adil, G. Cauwenberghs, and R. Genov, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2002), Phoenix AZ, May 26-29, 2002.
  • "Charge-Based MOS Correlated Double Sampling Comparator and Folding Circuit," R. Genov and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2002), Phoenix AZ, May 26-29, 2002.
  • "VLSI Potentiostat Array for Distributed Electrochemical Neural Recording," A. Bandyopadhyay, G. Mulliken, G. Cauwenberghs, and N. Thakor, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2002), Phoenix AZ, May 26-29, 2002.
  • "Neuromorphic Processor for Real-Time Biosonar Object Detection," G. Cauwenberghs, R.T. Edwards, Y. Deng, R. Genov and D. Lemonds, Proc. IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP'2002), Orlando FL, May 13-17, 2002.
  • "Sequence Estimation and Channel Equalization Using Forward Decoding Kernel Machines," S. Chakrabartty and G. Cauwenberghs, Proc. IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP'2002), Orlando FL, May 13-17, 2002.
  • "Gradient Flow Adaptive Beamforming and Signal Separation in a Miniature Microphone Array," M. Stanacevic, G. Cauwenberghs and G. Zweig, Proc. IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP'2002), Orlando FL, May 13-17, 2002.
  • "Stochastic Mixed-Signal VLSI Architecture for High-Dimensional Kernel Machines," R. Genov and G. Cauwenberghs, Adv. Neural Information Processing Systems (NIPS'2001), Cambridge: MIT Press, vol. 14, 2002.
  • "Gradient Flow Broadband Beamforming and Source Separation," M. Stanacevic, G. Cauwenberghs and G. Zweig, ICA'2001, La Jolla CA, Dec. 2001.
  • "Blind Separation of Linear Convolutive Mixtures Using Orthogonal Filter Banks," M. Stanacevic, M. Cohen and G. Cauwenberghs, ICA'2001, La Jolla CA, Dec. 2001.
  • "Advanced On-FPA Signal Processing for Staring IRFPAs," K.V. Dang, W.P. Blase, S.B. Horn, P. Pouliquen, A.G. Andreou, G. Cauwenberghs, and J.T. Caulfield, in Wave Optics and VLSI Photonic Devices for Information Processing, P. Ambs and F.R. Beyette, Eds., Proc. SPIE vol. 4435, Dec. 2001.
  • "CID/DRAM Mixed-Signal Parallel Distributed Array Processor," R. Genov and G. Cauwenberghs, 14th Int. IEEE ASIC/SOC Conf., Washington DC, Sept. 12-15, 2001 (postponed).
  • "Embedded Dynamic Memory and Charge-Mode Logic for Parallel Array Processing," R. Genov and G. Cauwenberghs, 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI'2001), Orlando FL, July 22-25, 2001. Best Student Paper Award.
  • "Massively Parallel Inner-Product Array Processor," R. Genov, G. Cauwenberghs, Int. Joint Conf. Neural Networks (IJCNN'2001), Washington, DC, July 2001.
  • "Analog Array Processor with Digital Resolution Enhancement and Offset Compensation," R. Genov, G. Cauwenberghs, Conf. on Information Sciences and Systems (CISS'2001), Baltimore MD, April 2001.
  • "Micro-Scale/VLSI Adaptive Optics Systems," T. Weyrauch, M.A. Vorontsov, T.G. Bifano, M.H. Cohen and G. Cauwenberghs, in High-Resolution Wavefront Control: Methods, Devices, and Applications III, J.D. Gonglewski et al., Eds., Proc. SPIE vol. 4493, 2001.
  • "Blind Broadband Source Localization and Separation in Miniature Sensor Arrays," G. Cauwenberghs, M. Stanacevic, and G. Zweig, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2001), Sydney, Australia, May 6-9, 2001.
  • "Analog VLSI Spiking Neural Network with Address Domain Probabilistic Synapses," D.H. Goldberg, G. Cauwenberghs and A.G. Andreou, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2001), Sydney, Australia, May 6-9, 2001.
  • "Heterogeneous Integration of Biomimetic Acoustic Microsystems," A.G. Andreou, D.H. Goldberg, E. Culurciello, M. Stanacevic and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2001), Sydney, Australia, May 6-9, 2001.
  • "Focal-Plane Image and Beam Quality Sensors for Adaptive Optics," M. Cohen, G. Cauwenberghs, G. Carhart and M. Vorontsov, Proc. 19th Conf. Advanced Research in VLSI (ARVLSI*2001), Salt Lake City, Utah, March 14-16, 2001.
  • "Incremental and Decremental Support Vector Machine Learning," G. Cauwenberghs and T. Poggio, Adv. Neural Information Processing Systems (NIPS*2000), Cambridge, MA: MIT Press, vol. 13, 2001.
  • "Microelectronic VLSI Systems for Adaptive Optics and Advanced Imaging," M. Cohen, G. Cauwenberghs, M. Vorontsov, L. Beresnev and G. Carhart, in High-Resolution Wavefront Control: Methods, Devices, and Applications II, J.D. Gonglewski et al., Eds., Proc. SPIE vol. 4124, 2000.
  • "Charge-Mode Parallel Architecture for Matrix-Vector Multiplication," R. Genov and G. Cauwenberghs, Proc. 43rd IEEE Midwest Symp. Circuits and Systems (MWSCAS'2000), Lansing MI, August 8-11, 2000. Best Student Paper Award (3rd place).
  • "Charge-Based CMOS FIR Adaptive Filter," M. Stanacevic and G. Cauwenberghs, Proc. 43rd IEEE Midwest Symp. Circuits and Systems (MWSCAS'2000), Lansing MI, August 8-11, 2000.
  • "Hybrid Support Vector Machine, Hidden Markov Model Approach for Continuous Speech Recognition," S. Chakrabartty and G. Cauwenberghs, Proc. 43rd IEEE Midwest Symp. Circuits and Systems (MWSCAS'2000), Lansing MI, August 8-11, 2000.
  • "A CMOS Smart Focal Plane for Infra-Red Imagers," P.O. Pouliquen, C.W. Terrill, A.G. Andreou and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2000), Geneva, Switzerland, May 28-31, 2000.
  • "Focal-Plane On-Line Nonuniformity Correction Using Floating-Gate Adaptation," M.H. Cohen and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2000), Geneva, Switzerland, May 28-31, 2000.
  • "Integrated 64-state Parallel Analog Viterbi Decoder," K. He and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'2000), Geneva, Switzerland, May 28-31, 2000.
  • "Adaptive Wavefront Correction: A Hybrid VLSI/Optical System Implementing Parallel Stochastic Gradient Descent," M. Cohen, M. Vorontsov, G. Carhart and G. Cauwenberghs, EurOpto, Florence Italy, Proc. SPIE vol. 3866, 1999.
  • "Log-Domain Circuits for Auditory Signal Processing," R.T. Edwards and G. Cauwenberghs, Proc. IEEE Midwest Symp. Circuits and Systems (MWSCAS'99), Las Cruces, NM, Aug. 8-11, 1999.
  • "Performance of Analog Viterbi Decoding," K. He and G. Cauwenberghs, Proc. IEEE Midwest Symp. Circuits and Systems (MWSCAS'99), Las Cruces, NM, Aug. 8-11, 1999.
  • "AdOpt: Analog VLSI Stochastic Optimization for Adaptive Optics," M. Cohen, R.T. Edwards, G. Cauwenberghs, M. Vorontsov and G. Carhart, Proc. Int. Joint Conf. Neural Networks (IJCNN'99), Washington DC, vol. 4, pp. 2343-2346, 1999.
  • "Learning to Compensate for Sensor Variability at the Focal Plane," P.O. Pouliquen, A.G. Andreou, G. Cauwenberghs, C.W. Terrill, Proc. Int. Joint Conf. Neural Networks (IJCNN'99), Washington DC, vol. 4, pp. 2333-2336, 1999.
  • "Learning to Navigate from Limited Sensory Input: Experiments with the Khepera Microrobot," R. Genov, S. Madhavapeddi and G. Cauwenberghs, Proc. Int. Joint Conf. Neural Networks (IJCNN'99), Washington DC, vol. 3, pp. 2061-2064, 1999. Presentation Award.
  • "Adaptive Wavefront Correction Using a VLSI Implementation of the Parallel Perturbation Gradient Descent Algorithm," G. Carhart, M. Vorontsov, M. Cohen G. Cauwenberghs, and R.T. Edwards, in High-Resolution Wavefront Control: Methods, Devices, and Applications, Proc. SPIE vol. 3760, 1999.
  • "Mixed-mode VLSI Implementation of Fuzzy ART and Vector Quantization," J. Lubkin and G. Cauwenberghs, Proc. 7th Int. Conf. Microelectronics for Neural, Fuzzy and Bio-inspired Systems (MicroNeuro'99), Granada Spain, pp. 147-154, 1999.
  • "Monaural Separation of Independent Acoustical Components," G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'99), Orlando FL, vol. 5, pp. 62-65, 1999.
  • "An Area-Efficient Analog VLSI Architecture for State-Parallel Viterbi Decoder," K. He and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'99), Orlando FL, vol 2, pp. 432-435, 1999.
  • "16-Channel Single-Chip Current-Mode Track-and-Hold Acquisition System with 100 dB Dynamic Range," R. Genov and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'99), Orlando FL, vol. 6, pp. 350-353, 1999.
  • "Analog VLSI Cellular Implementation of the Boundary Contour System," G. Cauwenberghs and J. Waskiewicz, Adv. Neural Information Processing Systems (NIPS*98), Cambridge, MA: MIT Press, vol. 11, 1999.
  • "Optimizing Correlation Algorithms for Hardware-based Transient Classification," R.T. Edwards, G. Cauwenberghs and F. Pineda, Adv. Neural Information Processing Systems (NIPS*98), Cambridge, MA: MIT Press, vol. 11, 1999.
  • "Blind On-Line Digital Calibration of Multi-Stage Nyquist-Rate and Oversampled A/D Converters," G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'98), Monterey CA, vol. 11, pp. 508-511, 1998.
  • "VLSI Delta-Sigma Cellular Neural Network for Analog Random Vector Generation," G. Cauwenberghs, Proc. IEEE Int. Symposium on Circuits and Systems (ISCAS'98), Monterey CA, vol. 3, pp. 147-150, 1998.
  • "Blind Separation of Linear Convolutive Mixtures through Parallel Stochastic Optimization," M. Cohen and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'98), Monterey CA, vol. 3, pp. 17-20, 1998.
  • "A Micropower Learning Vector Quantizer for Parallel Analog-to-Digital Data Compression," J. Lubkin and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'98), Monterey CA, vol. 3, pp. 59-61, 1998.
  • "Mixed-Mode VLSI Implementation of Fuzzy ART," M. Cohen, P. Abshire and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'98), Monterey CA, vol. 3, pp. 251-254, 1998.
  • "A Second-Order Log-Domain Bandpass Filter for Audio Frequency Applications," R.T. Edwards and G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'98), Monterey CA, vol. 3, pp. 651-654, 1998.
  • "VLSI Cellular Array of Coupled Delta-Sigma Modulators for Random Analog Vector Generation," G. Cauwenberghs, Proc. 31st Asilomar Conf. Signals, Systems and Computers, Asilomar CA (Nov. 2-5, 1997), vol. 2, pp. 1151-1155, 1998.
  • "Design and VLSI Implementation of an Adaptive Delta-Sigma Modulator," G. Cauwenberghs, Proc. 1998 11th Int. Conf. VLSI Design, pp. 155-160, 1998.
  • "An Analog VLSI Front-End for Auditory Signal Analysis," N. Kumar, W. Himmelbauer, G. Cauwenberghs and A.G. Andreou, 1997 IEEE Int. Conf. Neural Networks (ICNN'97), Houston, Texas, vol. 2, pp. 876-881, 1997. Best Student Paper Award.
  • "An Oversampled A/D Converter with On-Chip Reinforcement Learning," G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'97), Hong Kong, June 1997, vol. I, pp. 697-700.
  • "A Mixed-Signal Correlator for Acoustic Transient Classification," R.T. Edwards, G. Cauwenberghs and F.J. Pineda, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'97), Hong Kong, June 1997, vol. I, pp. 621-624.
  • "An Analog VLSI Chip with Asynchronous Interface for Auditory Feature Extraction," N. Kumar, W. Himmelbauer, G. Cauwenberghs and A.G. Andreou, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'97), Hong Kong, June 1997, vol. I, pp. 553-556.
  • "Mixed-Mode VLSI Architecture Implementing Fuzzy ART," M. Cohen, P. Abshire and G. Cauwenberghs, Proc. 31st Annual Conf. Information Sciences and Systems, Baltimore MD, pp. 337-340, March 1997.
  • "Focal-Plane Analog VLSI Implementation of the BCS Image Segmentation Algorithm," J. Waskiewicz, G. Cauwenberghs and D. Yochelson, Proc. 31st Annual Conf. Information Sciences and Systems, Baltimore MD, pp. 341-344, March 1997.
  • "An Analog VLSI Architecture for Auditory Based Feature Extraction," N. Kumar, W. Himmelbauer, G. Cauwenberghs and A.G. Andreou, 1997 IEEE Int. Conf. Acoustics, Speech, and Signal Processing, (ICASSP'97) Munich, Germany, vol. 5, pp. 4081-4084, 1997.
  • "Bangs, Clicks, Snaps, Thuds, and Whacks: and Architecture for Acoustic Transient Processing," F.J. Pineda, G. Cauwenberghs and R.T. Edwards, in Advances in Neural Information Processing Systems, Cambridge, MA: MIT Press, vol. 9, 1997, pp. 734-740.
  • "Adaptation, Learning and Storage in Analog VLSI," G. Cauwenberghs, Proc. 9th Ann. IEEE Int. ASIC Conf., Rochester NY, Sept. 1996, pp. 273-278 (invited paper).
  • "Analog VLSI Processor Implementing the Continuous Wavelet Transform," R.T. Edwards and G. Cauwenberghs, Advances in Neural Information Processing Systems, Cambridge, MA: MIT Press, vol. 8, pp. 692-698, 1996.
  • "A Circuit Model of Hair-Cell Transconduction for Temporal Processing and Auditory Feature Extraction," N. Kumar, G. Cauwenberghs, and A. Andreou, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'96), Atlanta GA, 1996, vol. III, pp. 301-304.
  • "Analog VLSI Long-Term Dynamic Storage," G. Cauwenberghs, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'96), Atlanta GA, 1996, vol. III, pp. 334-337.
  • "Adaptive Calibration of Multiple Quantization Oversampled A/D Converters," G. Cauwenberghs and G.C. Temes, Proc. IEEE Int. Symp. Circuits and Systems (ISCAS'96), Atlanta GA, 1996, vol. I, pp. 512-515.
  • "Level Crossing Time Interval Circuit for Micro-Power Analog VLSI Auditory Processing," N. Kumar, G. Cauwenberghs, and A. Andreou, Proc. 1995 IEEE Workshop Neural Networks for Signal Processing (NNSP'95), pp. 581-590, 1995.
  • "A VLSI Implementation of the Continuous Wavelet Transform," R.T. Edwards and G. Cauwenberghs, Proc. 29th Annual Conf. Information Sciences and Systems, Baltimore MD, pp. 355-359, 1995.
  • "A Circuit Model of Hair-Cell Transconduction for Temporal Processing and Auditory Feature Extraction," N. Kumar, G. Cauwenberghs, and A. Andreou, Proc. 29th Annual Conf. Information Sciences and Systems, Baltimore MD, pp. 350-354, 1995.
  • "Bit-Serial Bidirectional A/D/A Conversion," G. Cauwenberghs, Proc. 1995 Conf. Advanced Research in VLSI, IEEE Computer Society Press, pp. 108-120, 1995.
  • "A Charge-Based CMOS Parallel Analog Vector Quantizer," G. Cauwenberghs and V. Pedroni, Adv. Neural Information Processing Systems (NIPS*94), Cambridge, MA: MIT Press, vol. 7, pp. 779-786, 1995.
  • "A Learning Analog Neural Network Chip with Continuous-Time Recurrent Dynamics," G. Cauwenberghs, Adv. Neural Information Processing Systems (NIPS*93), San Mateo, CA: Morgan Kaufman, vol. 6, pp. 858-865, 1994.
  • "A Fast Stochastic Error-Descent Algorithm for Supervised Learning and Optimization," G. Cauwenberghs, Adv. Neural Information Processing Systems (NIPS*92), San Mateo, CA: Morgan Kaufman, vol. 5, pp. 244-251, 1993.
  • "An Adaptive CMOS Matrix-Vector Multiplier for Large-Scale Analog Hardware Neural Network Applications," G. Cauwenberghs, C.F. Neugebauer and A. Yariv, Proc. Int. Joint Conf. Neural Networks (IJCNN'91), Seattle WA, vol. I, pp. 507-511, 1991.
  • "Switching Dynamics and Transient Response of Kerr Nonlinear-Optical Heterostructures," G. Cauwenberghs, H. Thienpont, and I. Veretennicoff, OSA Proc. Nonlinear Dynamics in Optical Systems, Optical Society of America, Washington DC, vol. 7, pp. 246-250, 1991.
  • "Transfer Matrix Formalism for the Stationary Response of Nonlinear, Multilayered Structures for Optical Bistability," J. Danckaert, K. Fobelets, G. Cauwenberghs, and I. Veretennicoff, in High Speed Phenomena in Photonic Materials and Optical Bistability, D. Jaeger, Ed., Proc. SPIE vol. 1280, Aug. 1990.
  • "Large Scale Optoelectronic Integration of Asynchronous Analog Neural Networks," G. Cauwenberghs, C.F. Neugebauer, A. Agranat, and A. Yariv, Proc. Int. Neural Network Conf. (INNC-90 Paris), Kluwer Academic, vol. 2, pp. 551-554, 1990.


Books And Book Chapters

1998 - current

  • High-Density Integrated Electrocortical Neural Interfaces: Low-Noise Low-Power System-on-Chip Design Methodology, S Ha, C Kim, PP Mercier, G Cauwenberghs; Academic Press, August 2019.
  • “Micropower Adaptive VLSI Systems for Acoustic Source Localization and Separation,” M. Stanac´evic´ and G. Cauwenberghs, in Integrated Microsystems– Electronics, Photonics, and Biotechnology, K. Iniewski, Ed., Ch. 11, pp. 254-273, CRC Press, Taylor & Francis Group, 2016.
  • “Neuromorphic Systems,” C. Bartolozzi, R. Benosman, K. Boahen, G. Cauwenberghs, T. Delbru¨ck, G. Indi- veri, S.C. Liu, S. Furber, N. Imam, B. Linares-Barranco, T. Serrano-Gotarredona, K. Meier, C. Posch, and M. Valle, in Wiley Encyclopedia of Electrical and Electronics Engineering, J. Webster, Ed., doi 10.1002/047134608X.W8328, pp. 1-22, ISBN: 978-0-47-134608-1, John Wiley & Sons, Inc., 2016.
  • “Low-Power Integrated Circuit Design for Wearable Biopotential Sensing,” S. Ha, C. Kim, Y.M. Chi, and G. Cauwenberghs, in E. Sazonov and M.R. Neuman, Eds., Wearable Sensors: Fundamentals, Implementation and Applications, ISBN: 978-0-12-418662-0, Elsevier, 2015.
  • “Wireless Integrated Neurochemical and Neuropotential Sensing,” M. Mollazadeh, K. Murari, C. Sauer, M. Stanacevic, N. Thakor, G. Cauwenberghs, in K. Iniewski, Ed., VLSI Circuits for Biomedical Applications, Springer-Verlag, 2008.
  • “CMOS Imager Non-Uniformity Correction Using Floating-Gate Adaptation,” M. Cohen and G. Cauwenberghs, in O. Yadid-Pecht and R. Etienne-Cummings, Eds., CMOS Imagers: From Phototransduction to Image Pro- cessing, Boston MA: Kluwer Academic, 2004.
  • Learning on Silicon-- Adaptive VLSI Neural Systems, G. Cauwenberghs and M. Bayoumi, Eds., Norwell MA: Kluwer Academic, 1999.
  • "Wireless Integrated Neurochemical and Neuropotential Sensing," M. Mollazadeh, K. Murari, C. Sauer, M. Stanacevic, N. Thakor, G. Cauwenberghs, in K. Iniewski, Ed., VLSI
  • Circuits for Biomedical Applications, Springer-Verlag, 2008.
  • "CMOS Imager Non-Uniformity Correction Using Floating-Gate Adaptation," in O. Yadid-Pecht and R. Etienne-Cummings, Eds., CMOS Imagers: From Phototransduction to Image Processing, Boston MA: Kluwer Academic, 2004.
  • "Analog Learning Fuzzy ART Microchips," M. Cohen, P. Abshire, J. Lubkin and G. Cauwenberghs, in T. Serrano, B. Linares and A. Andreou, Adaptive Resonance Theory Microchips, Norwell MA: Kluwer Academic, 1998.
  • "Neuromorphic Learning VLSI Systems: A Survey," G. Cauwenberghs, in T.S. Lande, Ed., Neuromorphic Systems Engineering, Norwell MA: Kluwer Academic, 1998.
  • "Analog VLSI Stochastic Perturbative Learning Architectures," G. Cauwenberghs, in T.S. Lande, Ed., Neuromorphic Systems Engineering, Norwell MA: Kluwer Academic, 1998.


Other Publications

1997 - current

  • “Session 27 Overview: Biomedical Circuits,” G. Cauwenberghs, M. Pertijs and M. Ikeda, 2017 IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, pp. 446-447, 2017.
  • “Editorial,” G. Cauwenberghs and R. Etienne-Cummings, IEEE Trans. Biomedical Circuits and Systems, vol. 9 (6), pp. 753-754, 2015.
  • “Learning Non-deterministic Representations with Energy-based Ensembles,” M. Al-Shedivat, E. Neftci, and G. Cauwenberghs, International Conference on Learning Representations (ICLR 2014), arXiv, DOI 1412.7272 (http://arxiv.org/abs/1412.7272), 2015.
  • “Guest Editorial: Special Issue on Selected Papers From the IEEE Sensors 2011 Conference,” A.G. Mignani, G. Cauwenberghs, E. Lewis, and P.P. Shum, IEEE Sensors Journal, vol. 13 (3), pp. 889-889, 2013.
  • “Editorial,” G. Cauwenberghs and R. Etienne-Cummings, IEEE Transactions on Biomedical Circuits and Systems, vol. 5 (1), pp. 1-2, 2011.
  • "Integrated Potentiostat for Neurotransmitter Sensing," K. Murari, M. Stanacevic, G. Cauwenberghs and N.V. Thakor, IEEE Engineering in Medicine and Biology Magazine, pp. 23-29, Nov./Dec. 2005 (Student Paper Award).
  • "Beyond Address-Event Communication: Dynamically Reconfigurable Spiking Neural Systems," R.J Vogelstein, U. Mallik and G. Cauwenberghs, in The Neuromorphic Engineer, Institute of Neuromorphic Engineering, vol. 1 (1), p. 1, Spring 2004.
  • "Editorial," G. Cauwenberghs, R. Etienne-Cummings, R.W. Newcomb, and M.E. Zaghloul, Special Issue on Integrated Multisensor Systems and Signal Processing, IEEE Sensors Journal, vol. 2 (6), pp. 505-507, Dec. 2002.
  • "Editorial," G. Cauwenberghs, K. Jenkins and F. Salam, Special Section on the 1999 IEEE MWSCAS Student Paper Contest Awards, IEEE Trans. Circuits and Systems II: Analog and Digital Signal Processing, vol. 48 (10), p. 889, Oct. 2001.
  • "Learning on Silicon: Editorial," G. Cauwenberghs, M. Bayoumi and E. Sanchez-Sinencio, Int. J. Analog Integrated Circuits and Signal Processing, vol. 18 (2/3), pp. 113-116, Febr. 1999.
  • "Bang, Click, Thud, or Whack?," F.J. Pineda, G. Cauwenberghs, R.T. Edwards, K.T. Ryals and D.G. Steierwald, Johns Hopkins APL Tech. Digest, vol. 18 (2), pp. 244-253, 1997


Patents

1993 - current

  • “Resonant Regulating Rectifier with an Integrated Antenna,” C. Kim, G. Cauwenberghs, P.P. Mercier, S. Ha, J. Park, and A. Akinin, US Patent App. 15/736,239, 2018.
  • “Radio Frequency Powered Adiabatic Stimulation with Energy Replenishment,” S. Ha, G. Cauwenberghs, C. Kim, J. Park, P.P. Mercier, A. Akinin, H. Wang, and C.H. Maier, US Patent App. 15/736,252, 2018.
  • “Capacitive Passive Mixer Baseband Receiver with Broadband Harmonic Rejection,” C. Kim, C.M. Thomas, G. Cauwenberghs, L.E. Larson, S. Joshi, and S. Ha, United States Patent 9,876,518, Jan. 23, 2018.
  • “Wireless Data and Power Transfer over an Inductive Telemetry Link,” S. Ha and G. Cauwenberghs, United States Patent 9,872,089, Jan. 16, 2018.
  • “Real-Time Multi-Channel EEG Signal Processor Based on On-Line Recursive Independent Component Analysis,” W.C. Fang, W.Y. Shih, L. Jui-Chieh, K.J. Huang, C.K. Chen, G. Cauwenberghs, and T.P. Jung, United States Patent 9,724,005, Aug. 8, 2017.
  • “Ultra-High Photosensitivity Vertical Nanowire Arrays for Retinal Prosthesis,” M. Khraiche, G. Silva, G. Cauwenberghs, Y. Lo, D. Wang, and W. Freeman, United States Patent 9,381,355, July 5, 2016.
  • “Integrated Electric Field Sensor,” Y.M. Chi, G. Cauwenberghs, and C. Maier, United States Patent 9,360,501, June 7, 2016.
  • “Non-Contact Biopotential Sensor,” T. Sullivan, G. Cauwenberghs, and S. Deiss, United States Patent 8,694,084, April 8, 2014.
  • “Apparatus and Method for Using Analog Circuits to Embody Non-Lipschitz Mathematics and Properties Using Attractor and Repulsion Modes,” R.E. Meyers, K.S. Deacon, and G. Cauwenberghs, United States Patent 8,266,085, Sep 11, 2012.
  • “Method for Gradient Flow Source Localization and Signal Separation,” G. Cauwenberghs, M. Stanacevic and G. Zweig, United States Patent 6,865,490, March 8, 2005.
  • “Methods and Apparatus for Acoustic Transient Processing,” F.J. Pineda, G. Cauwenberghs, and R.T. Edwards, United States Patent 6,389,377, May 14, 2002.
    “Method and Apparatus for Long-Term Multi-Valued Storage in Dynamic Analog Memory,” G. Cauwenberghs and A. Yariv, United States Patent 5,479,170, Dec. 26, 1995.
  • “Method and Apparatus for Monotonic Algorithmic Digital-to-Analog and Analog-to-Digital Conversion,” G. Cauwen- berghs and A. Yariv, United States Patent 5,258,759, Nov. 2, 1993.