Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications

by Martino Sorbaro, Martino Sorbaro, Qian Liu, Massimo Bortone, Sadique Sheik
Published 2020-06-01

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

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