Encoding Spike Patterns in Multilayer Spiking Neural Networks

Encoding Spike Patterns in Multilayer Spiking Neural Networks

31 March 2015

André Grüning

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Papers citing "Encoding Spike Patterns in Multilayer Spiking Neural Networks"

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Title
An Exact Mapping From ReLU Networks to Spiking Neural Networks A. Stanojević Stanislaw Wo'zniak G. Bellec G. Cherubini A. Pantazi W. Gerstner 92 24 0 23 Dec 2022
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity Daniel Gerlinghoff Yaoyu Zhang Rick Siow Mong Goh Weng-Fai Wong 105 2 0 10 Nov 2022
Brain-Inspired Learning on Neuromorphic Substrates Friedemann Zenke Emre Neftci 119 90 0 22 Oct 2020
Spiking Neural Networks with Single-Spike Temporal-Coded Neurons for Network Intrusion Detection Shibo Zhou Xiaohua Li AAML 82 13 0 15 Oct 2020
Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks Brian Gardner André Grüning 25 5 0 16 Aug 2020
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications Hyeryung Jang Osvaldo Simeone Brian Gardner A. Gruning TPM 49 73 0 02 Oct 2019
Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance Shibo Zhou Li Xiaohua Ying-Cong Chen S. T. Chandrasekaran A. Sanyal OOD 91 99 0 24 Sep 2019
ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction Xueyuan She Yun Long D. Kim Saibal Mukhopadhyay 45 8 0 11 Sep 2019
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 106 1,249 0 28 Jan 2019
An Introduction to Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications Hyeryung Jang Osvaldo Simeone Brian Gardner André Grüning 28 2 0 10 Dec 2018
Gradient Descent for Spiking Neural Networks Dongsung Huh T. Sejnowski 76 256 0 14 Jun 2017
SuperSpike: Supervised learning in multi-layer spiking neural networks Friedemann Zenke Surya Ganguli 106 567 0 31 May 2017
Supervised learning based on temporal coding in spiking neural networks Hesham Mostafa 89 357 0 27 Jun 2016
An Online Structural Plasticity Rule for Generating Better Reservoirs Subhrajit Roy A. Basu 59 17 0 19 Apr 2016
Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding Brian Gardner André Grüning 51 52 0 14 Jan 2016