Efficient Training of Spiking Neural Networks with Temporally-Truncated
Local Backpropagation through Time

Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time

13 December 2021

Papers citing "Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time"

13 / 13 papers shown

Title
ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks Yihan Lin Wei Ding Shaohua Qiang Lei Deng Guoqi Li AI4TS 37 31 0 23 Oct 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks Jianhao Ding Zhaofei Yu Yonghong Tian Tiejun Huang 48 155 0 25 May 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 148 486 0 08 Feb 2021
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 78 2,656 0 01 Apr 2020
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias Christopher Aicher N. Foti E. Fox MQ 47 32 0 17 May 2019
Training Neural Networks with Local Error Signals Arild Nøkland L. Eidnes 61 226 0 20 Jan 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 60 646 0 16 Sep 2018
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks Yingyezhe Jin Wenrui Zhang Peng Li 27 176 0 21 May 2018
Deep supervised learning using local errors Hesham Mostafa V. Ramesh Gert Cauwenberghs 55 113 0 17 Nov 2017
STDP-based spiking deep convolutional neural networks for object recognition Saeed Reza Kheradpisheh M. Ganjtabesh S. Thorpe T. Masquelier 43 405 0 04 Nov 2016
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing S. K. Esser P. Merolla John V. Arthur A. Cassidy R. Appuswamy ... Pallab Datta A. Amir B. Taba M. Flickner D. Modha 3DH 45 715 0 28 Mar 2016
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 224 6,628 0 08 Jun 2015
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 275 7,883 0 13 Jun 2012