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1503.09129
Cited By
Encoding Spike Patterns in Multilayer Spiking Neural Networks
Neural Computation (Neural Comput.), 2015
31 March 2015
Brian Gardner
Ioana Sporea
André Grüning
AI4CE
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Papers citing
"Encoding Spike Patterns in Multilayer Spiking Neural Networks"
18 / 18 papers shown
Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks
Julia Gygax
Friedemann Zenke
369
15
0
23 Apr 2024
High-performance deep spiking neural networks with 0.3 spikes per neuron
Nature Communications (Nat. Commun.), 2023
A. Stanojević
Stanislaw Wo'zniak
G. Bellec
G. Cherubini
A. Pantazi
W. Gerstner
402
62
0
14 Jun 2023
An Exact Mapping From ReLU Networks to Spiking Neural Networks
Neural Networks (NN), 2022
A. Stanojević
Stanislaw Wo'zniak
G. Bellec
G. Cherubini
A. Pantazi
W. Gerstner
256
34
0
23 Dec 2022
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity
Neurocomputing (Neurocomputing), 2022
Daniel Gerlinghoff
Yaoyu Zhang
Rick Siow Mong Goh
Weng-Fai Wong
347
6
0
10 Nov 2022
Brain-Inspired Learning on Neuromorphic Substrates
Friedemann Zenke
Emre Neftci
301
96
0
22 Oct 2020
Spiking Neural Networks with Single-Spike Temporal-Coded Neurons for Network Intrusion Detection
Shibo Zhou
Xiaohua Li
AAML
149
17
0
15 Oct 2020
Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks
Brian Gardner
André Grüning
135
5
0
16 Aug 2020
Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation
A. Stephan
Brian Gardner
S. Koester
André Grüning
89
0
0
27 Jul 2020
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications
IEEE Signal Processing Magazine (IEEE SPM), 2019
Hyeryung Jang
Osvaldo Simeone
Brian Gardner
A. Gruning
TPM
205
87
0
02 Oct 2019
Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance
AAAI Conference on Artificial Intelligence (AAAI), 2019
Shibo Zhou
Li Xiaohua
Ying-Cong Chen
S. T. Chandrasekaran
A. Sanyal
OOD
333
112
0
24 Sep 2019
ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction
Pattern Recognition (Pattern Recognit.), 2019
Xueyuan She
Yun Long
D. Kim
Saibal Mukhopadhyay
161
8
0
11 Sep 2019
Surrogate Gradient Learning in Spiking Neural Networks
Emre Neftci
Hesham Mostafa
Friedemann Zenke
875
1,628
0
28 Jan 2019
An Introduction to Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications
Hyeryung Jang
Osvaldo Simeone
Brian Gardner
André Grüning
357
2
0
10 Dec 2018
Gradient Descent for Spiking Neural Networks
Neural Information Processing Systems (NeurIPS), 2017
Dongsung Huh
T. Sejnowski
323
284
0
14 Jun 2017
SuperSpike: Supervised learning in multi-layer spiking neural networks
Neural Computation (Neural Comput.), 2017
Friedemann Zenke
Surya Ganguli
456
661
0
31 May 2017
Supervised learning based on temporal coding in spiking neural networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2016
Hesham Mostafa
316
387
0
27 Jun 2016
An Online Structural Plasticity Rule for Generating Better Reservoirs
Subhrajit Roy
A. Basu
250
17
0
19 Apr 2016
Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding
Brian Gardner
André Grüning
245
53
0
14 Jan 2016
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