SLAYER: Spike Layer Error Reassignment in Time

5 September 2018

Garrick Orchard

Papers citing "SLAYER: Spike Layer Error Reassignment in Time"

50 / 190 papers shown

Title
Training Spiking Neural Networks with Local Tandem Learning Qu Yang Jibin Wu Malu Zhang Yansong Chua Xinchao Wang Haizhou Li 106 40 0 10 Oct 2022
Boost Event-Driven Tactile Learning with Location Spiking Neurons Pengxin Kang Srutarshi Banerjee Henry H. Chopp Aggelos K. Katsaggelos O. Cossairt 42 11 0 09 Oct 2022
Online Training Through Time for Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang D.K. He Zhouchen Lin 92 67 0 09 Oct 2022
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 227 264 0 29 Sep 2022
Attention Spiking Neural Networks Man Yao Guangshe Zhao Hengyu Zhang Yifan Hu Lei Deng Yonghong Tian Bo Xu Guoqi Li 96 176 0 28 Sep 2022
Heterogeneous Recurrent Spiking Neural Network for Spatio-Temporal Classification Biswadeep Chakraborty Saibal Mukhopadhyay 85 21 0 22 Sep 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks Wuque Cai Hongze Sun Rui Liu Yan Cui Jun Wang Yang Xia D. Yao Daqing Guo 83 13 0 22 Sep 2022
RGB-Event Fusion for Moving Object Detection in Autonomous Driving Zhuyun Zhou Zongwei Wu Rémi Boutteau Fan Yang C. Demonceaux D. Ginhac 113 44 0 17 Sep 2022
EDeNN: Event Decay Neural Networks for low latency vision Celyn Walters Simon Hadfield 46 1 0 09 Sep 2022
Attacking the Spike: On the Transferability and Security of Spiking Neural Networks to Adversarial Examples Nuo Xu Kaleel Mahmood Haowen Fang Ethan Rathbun Caiwen Ding Wujie Wen AAML 95 13 0 07 Sep 2022
Visual Odometry with Neuromorphic Resonator Networks Alpha Renner Lazar Supic Andreea Danielescu Giacomo Indiveri E. P. Frady Friedrich T. Sommer Yulia Sandamirskaya 56 7 0 05 Sep 2022
Bayesian Continual Learning via Spiking Neural Networks N. Skatchkovsky Hyeryung Jang Osvaldo Simeone BDL 62 18 0 29 Aug 2022
MT-SNN: Spiking Neural Network that Enables Single-Tasking of Multiple Tasks P. G. Cachi Sebastián Ventura K. Cios LRM 50 0 0 02 Aug 2022
A temporally and spatially local spike-based backpropagation algorithm to enable training in hardware Anmol Biswas V. Saraswat U. Ganguly AAML 45 1 0 20 Jul 2022
Exploring Lottery Ticket Hypothesis in Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Ruokai Yin Priyadarshini Panda 129 48 0 04 Jul 2022
The Case for RISP: A Reduced Instruction Spiking Processor J. Plank Chaohui Zheng Bryson Gullett Nicholas D. Skuda Charles P. Rizzo Catherine D. Schuman Garrett S. Rose 50 12 0 28 Jun 2022
Learning to learn online with neuromodulated synaptic plasticity in spiking neural networks Samuel Schmidgall Joe Hays 104 3 0 25 Jun 2022
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks Rui-Jie Zhu Tian-Jing Zhang Qihang Zhao Haoyu Deng Yule Duan Liang-Jian Deng AI4TS 121 59 0 21 Jun 2022
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks Jianchuan Ding B. Dong Felix Heide Yufei Ding Yunduo Zhou Baocai Yin Xin Yang 57 24 0 09 Jun 2022
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition Zihao Zhao Yanhong Wang Qiaosha Zou Tie Xu Fangbo Tao Jiansong Zhang Xiaoan Wang Chuanjin Richard Shi Junwen Luo Yuan Xie 85 1 0 04 Jun 2022
EXODUS: Stable and Efficient Training of Spiking Neural Networks F. Bauer Gregor Lenz Saeid Haghighatshoar Sadique Sheik BDL 113 16 0 20 May 2022
Spikemax: Spike-based Loss Methods for Classification S. Shrestha Longwei Zhu Pengfei Sun 83 15 0 19 May 2022
A Computational Framework of Cortical Microcircuits Approximates Sign-concordant Random Backpropagation Yukun Yang Peng Li 75 1 0 15 May 2022
Object Detection with Spiking Neural Networks on Automotive Event Data Loic Cordone Benoit Miramond Philippe Thiérion 76 105 0 09 May 2022
Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration Yuhang Li Shi-Wee Deng Xin Dong Shi Gu 90 24 0 06 May 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation Qingyan Meng Mingqing Xiao Shen Yan Yisen Wang Zhouchen Lin Zhimin Luo 82 142 0 01 May 2022
Axonal Delay As a Short-Term Memory for Feed Forward Deep Spiking Neural Networks Pengfei Sun Longwei Zhu Dick Botteldooren 44 25 0 20 Apr 2022
Event Transformer. A sparse-aware solution for efficient event data processing Alberto Sabater Luis Montesano Ana C. Murillo 96 52 0 07 Apr 2022
AEGNN: Asynchronous Event-based Graph Neural Networks S. Schaefer Daniel Gehrig Davide Scaramuzza GNN 89 149 0 31 Mar 2022
A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management Amir Saeidi Forouzan Fallah Soroush Barmaki Hamed Farbeh 64 11 0 26 Mar 2022
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware Eric Müller E. Arnold O. Breitwieser Milena Czierlinski Arne Emmel ... V. Karasenko Mitja Kleider Aron Leibfried Christian Pehle Johannes Schemmel 44 21 0 21 Mar 2022
Recent Advances and New Frontiers in Spiking Neural Networks Duzhen Zhang Shuncheng Jia Qingyu Wang AAML AI4CE 100 23 0 12 Mar 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 108 78 0 11 Mar 2022
Rethinking the role of normalization and residual blocks for spiking neural networks Shin-ichi Ikegawa Ryuji Saiin Yoshihide Sawada N. Natori 69 17 0 03 Mar 2022
Evolving-to-Learn Reinforcement Learning Tasks with Spiking Neural Networks J. Lu J. Hagenaars Guido de Croon 70 2 0 24 Feb 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 230 257 0 24 Feb 2022
Optimized Potential Initialization for Low-latency Spiking Neural Networks Tong Bu Jianhao Ding Zhaofei Yu Tiejun Huang 162 90 0 03 Feb 2022
The fine line between dead neurons and sparsity in binarized spiking neural networks Jason K. Eshraghian Wei D. Lu 108 19 0 28 Jan 2022
Event-based Video Reconstruction via Potential-assisted Spiking Neural Network Lin Zhu Tianlin Li Yi Chang Jianing Li Tiejun Huang Yonghong Tian 81 98 0 25 Jan 2022
Neural Architecture Search for Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Priyadarshini Panda 104 92 0 23 Jan 2022
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision Alexander Kugele Thomas Pfeil Michael Pfeiffer Elisabetta Chicca 76 30 0 06 Dec 2021
BioLeaF: A Bio-plausible Learning Framework for Training of Spiking Neural Networks Yukun Yang Peng Li 72 3 0 14 Nov 2021
Efficient Neuromorphic Signal Processing with Loihi 2 Garrick Orchard E. P. Frady D. B. Rubin Sophia Sanborn S. Shrestha Friedrich T. Sommer Mike Davies 74 173 0 05 Nov 2021
WaveSense: Efficient Temporal Convolutions with Spiking Neural Networks for Keyword Spotting Philipp Weidel Sadique Sheik 37 15 0 02 Nov 2021
BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks Guangzhi Tang Neelesh Kumar Ioannis E. Polykretis Konstantinos Michmizos 44 6 0 27 Oct 2021
Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks Guobin Shen Dongcheng Zhao Yi Zeng 71 56 0 17 Oct 2021
One Timestep is All You Need: Training Spiking Neural Networks with Ultra Low Latency Sayeed Shafayet Chowdhury Nitin Rathi Kaushik Roy 83 41 0 01 Oct 2021
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning Wachirawit Ponghiran Kaushik Roy 115 49 0 04 Sep 2021
R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors Alberto Marchisio Giacomo Pira Maurizio Martina Guido Masera Mohamed Bennai AAML 55 12 0 01 Sep 2021
Spike time displacement based error backpropagation in convolutional spiking neural networks M. Mirsadeghi Majid Shalchian Saeed Reza Kheradpisheh T. Masquelier 50 15 0 31 Aug 2021