Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Networks

by Hesham Mostafa, Bruno Pedroni, Sadique Sheik, Gert Cauwenberghs, Gert Cauwenberghs, Gert Cauwenberghs
Published 2017-09-01

Deep Supervised Learning Using Local Errors

by Hesham Mostafa, Vishwajith Ramesh, Gert Cauwenberghs, Gert Cauwenberghs
Published 2018-08-01

EEG-Based Quantification of Cortical Current Density and Dynamic Causal Connectivity Generalized across Subjects Performing BCI-Monitored Cognitive Tasks

by Hristos Courellis, Hristos Courellis, Tim Mullen, Howard Poizner, Gert Cauwenberghs, Gert Cauwenberghs, John R. Iversen
Published 2017-05-01

Focal-plane change triggered video compression for low-power vision sensor systems.

by Yu M Chi, Ralph Etienne-Cummings, Gert Cauwenberghs
Published 2009-01-01

Memristor-based neural networks: Synaptic versus neuronal stochasticity

by Rawan Naous, Maruan AlShedivat, Emre Neftci, Gert Cauwenberghs, Khaled Nabil Salama
Published 2016-11-01

Spatial encoding in primate hippocampus during free navigation.

by Hristos S Courellis, Samuel U Nummela, Michael Metke, Geoffrey W Diehl, Robert Bussell, Gert Cauwenberghs, Cory T Miller
Published 2019-12-01

Memory-Efficient Synaptic Connectivity for Spike-Timing- Dependent Plasticity

by Bruno U. Pedroni, Siddharth Joshi, Stephen R. Deiss, Sadique Sheik, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre O. Neftci, Gert Cauwenberghs
Published 2019-04-01

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning

by Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil Dutt, Nikil Dutt, Jeffrey Krichmar, Jeffrey Krichmar, Gert Cauwenberghs, Emre Neftci, Emre Neftci
Published 2018-08-01

Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

by Chetan Singh Thakur, Jamal Lottier 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
Published 2019-01-01

Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

by Chetan Singh Thakur, Jamal Lottier 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
Published 2018-12-01

Combined-channel instantaneous frequency analysis for audio source separation based on comodulation

by Jacobson, Barry David
Published 2009