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

por Mostafa, Hesham, Pedroni, Bruno, Sheik, Sadique, Cauwenberghs, Gert
Publicado 2017

Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications

por Sorbaro, Martino, Liu, Qian, Bortone, Massimo, Sheik, Sadique
Publicado 2020

PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems

por Stefanini, Fabio, Neftci, Emre O., Sheik, Sadique, Indiveri, Giacomo
Publicado 2014

Editorial: Synaptic Plasticity for Neuromorphic Systems

por Mayr, Christian G., Sheik, Sadique, Bartolozzi, Chiara, Chicca, Elisabetta
Publicado 2016

EXODUS: Stable and efficient training of spiking neural networks

por Bauer, Felix C., Lenz, Gregor, Haghighatshoar, Saeid, Sheik, Sadique
Publicado 2023

Adversarial attacks on spiking convolutional neural networks for event-based vision

por Büchel, Julian, Lenz, Gregor, Hu, Yalun, Sheik, Sadique, Sorbaro, Martino
Publicado 2022

Emergent Auditory Feature Tuning in a Real-Time Neuromorphic VLSI System

por Sheik, Sadique, Coath, Martin, Indiveri, Giacomo, Denham, Susan L., Wennekers, Thomas, Chicca, Elisabetta
Publicado 2012

A robust sound perception model suitable for neuromorphic implementation

por Coath, Martin, Sheik, Sadique, Chicca, Elisabetta, Indiveri, Giacomo, Denham, Susan L., Wennekers, Thomas
Publicado 2014

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

por Detorakis, Georgios, Sheik, Sadique, Augustine, Charles, Paul, Somnath, Pedroni, Bruno U., Dutt, Nikil, Krichmar, Jeffrey, Cauwenberghs, Gert, Neftci, Emre
Publicado 2018

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

por Pedroni, Bruno U., Joshi, Siddharth, Deiss, Stephen R., Sheik, Sadique, Detorakis, Georgios, Paul, Somnath, Augustine, Charles, Neftci, Emre O., Cauwenberghs, Gert
Publicado 2019