Event-Driven Learning for Spiking Neural Networks

Event-Driven Learning for Spiking Neural Networks

1 March 2024

Haizhou Li

Papers citing "Event-Driven Learning for Spiking Neural Networks"

11 / 11 papers shown

Title
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 56 0 0 02 Apr 2025
Spiking Transformer:Introducing Accurate Addition-Only Spiking Self-Attention for Transformer Yufei Guo Xiaode Liu Y. Chen Weihang Peng Yuhan Zhang Zhe Ma MQ 48 1 0 28 Feb 2025
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training Man Yao Xuerui Qiu Tianxiang Hu J. Hu Yuhong Chou Keyu Tian Jianxing Liao Luziwei Leng Bo Xu Guoqi Li 81 8 0 25 Nov 2024
SNN-PAR: Energy Efficient Pedestrian Attribute Recognition via Spiking Neural Networks Haiyang Wang Qian Zhu Mowen She Yabo Li Haoyu Song Minghe Xu Xiao Wang ViT 41 0 0 10 Oct 2024
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition Yang Wang Haiyang Mei Qirui Bao Ziqi Wei Mike Zheng Shou Haizhou Li Bo Dong Xin Yang 53 1 0 20 Jun 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting Shuai Wang Dehao Zhang Kexin Shi Yuchen Wang Wenjie Wei Jibin Wu Malu Zhang 40 0 0 19 Jun 2024
When Spiking neural networks meet temporal attention image decoding and adaptive spiking neuron Xuerui Qiu Zheng Luan Zhaorui Wang Rui-jie Zhu 45 5 0 05 Jun 2024
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer Mingxuan Liu Jiankai Tang Haoxiang Li Jiahao Qi Siwei Li Kegang Wang Yuntao wang Hong Chen Yuntao Wang Hong Chen 91 14 0 07 Feb 2024
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization Qianhui Liu Jiaqi Yan Malu Zhang Gang Pan Haizhou Li 44 4 0 26 Jan 2024
TIM: An Efficient Temporal Interaction Module for Spiking Transformer Sicheng Shen Dongcheng Zhao Guobin Shen Yi Zeng AI4TS 47 6 0 22 Jan 2024
Tensor Decomposition Based Attention Module for Spiking Neural Networks Haoyu Deng Rui-jie Zhu Xuerui Qiu Yule Duan Malu Zhang Liang-Jian Deng 32 13 0 23 Oct 2023