Improving Stability and Performance of Spiking Neural Networks through
Enhancing Temporal Consistency

Improving Stability and Performance of Spiking Neural Networks through Enhancing Temporal Consistency

23 May 2023

Yi Zeng

Papers citing "Improving Stability and Performance of Spiking Neural Networks through Enhancing Temporal Consistency"

11 / 11 papers shown

Title
Brain-inspired and Self-based Artificial Intelligence Yi Zeng Feifei Zhao Yuxuan Zhao Dongcheng Zhao Enmeng Lu ... Yiting Dong Wenxuan Pan Xiangfei He Aorigele Bao Jin Wang AI4CE 31 2 0 29 Feb 2024
TIM: An Efficient Temporal Interaction Module for Spiking Transformer Sicheng Shen Dongcheng Zhao Guobin Shen Yi Zeng AI4TS 26 5 0 22 Jan 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain Xiang-Yu He Dongcheng Zhao Yang Li Guobin Shen Qingqun Kong Yi Zeng 37 5 0 23 Mar 2023
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks Tong Bu Wei Fang Jianhao Ding Penglin Dai Zhaofei Yu Tiejun Huang 102 191 0 08 Mar 2023
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 143 231 0 29 Sep 2022
EventMix: An Efficient Augmentation Strategy for Event-Based Data Guobin Shen Dongcheng Zhao Yijing Zeng AI4TS 21 12 0 24 May 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 112 240 0 24 Feb 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks Byunggook Na J. Mok Seongsik Park Dongjin Lee Hyeokjun Choe Sungroh Yoon 40 63 0 30 Jan 2022
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 121 470 0 08 Feb 2021
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation Nitin Rathi G. Srinivasan Priyadarshini Panda Kaushik Roy 116 292 0 04 May 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014