Spike-driven Transformer

4 July 2023

Yonghong Tian

Papers citing "Spike-driven Transformer"

50 / 77 papers shown

Title
A brain-inspired generative model for EEG-based cognitive state identification Bin Hu Z. Guan 37 0 0 03 May 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 41 0 0 24 Apr 2025
Efficient Spiking Point Mamba for Point Cloud Analysis Peixi Wu Bosong Chai Menghua Zheng Wei Li Zhangchi Hu Jie Chen Zheyu Zhang H. Li Xiaoyan Sun Mamba 35 0 0 19 Apr 2025
Decision SpikeFormer: Spike-Driven Transformer for Decision Making Wei Huang Qinying Gu Nanyang Ye OffRL 23 1 0 04 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 40 0 0 02 Apr 2025
QSViT: A Methodology for Quantizing Spiking Vision Transformers Rachmad Vidya Wicaksana Putra Saad Iftikhar Muhammad Shafique MQ 42 0 0 01 Apr 2025
GazeSCRNN: Event-based Near-eye Gaze Tracking using a Spiking Neural Network Stijn Groenen Marzieh Varposhti Mahyar Shahsavari 43 0 0 20 Mar 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition Zeqi Zheng Yanchen Huang Yingchao Yu Zizheng Zhu Junfeng Tang Zhaofei Yu Yaochu Jin 36 0 0 20 Mar 2025
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness Kangrui Du Yuhang Wu Shikuang Deng Shi Gu 35 0 0 18 Mar 2025
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks Minje Kim Minjun Kim Xu Yang 36 0 0 13 Mar 2025
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks Yimeng Shan Zhenbang Ren Haodi Wu Wenjie Wei Rui-jie Zhu ... Jason Eshraghian Haicheng Qu J. Zhang Malu Zhang Y. Yang 36 0 0 09 Mar 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks Kairong Yu Chengting Yu Tianqing Zhang Xiaochen Zhao Shu Yang Hongwei Wang Qiang Zhang Qi Xu 66 2 0 05 Mar 2025
A Joint Visual Compression and Perception Framework for Neuralmorphic Spiking Camera Kexiang Feng Chuanmin Jia Siwei Ma W. Gao 59 0 0 04 Mar 2025
STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks Tianqing Zhang Kairong Yu Xian Zhong Hongwei Wang Qi Xu Qiang Zhang 83 0 0 04 Mar 2025
Towards High-performance Spiking Transformers from ANN to SNN Conversion Zihan Huang Xinyu Shi Zecheng Hao Tong Bu Jianhao Ding Zhaofei Yu Tiejun Huang 28 7 0 28 Feb 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 41 0 0 28 Feb 2025
Memory-Free and Parallel Computation for Quantized Spiking Neural Networks Dehao Zhang Shuai Wang Yichen Xiao Wenjie Wei Yimeng Shan Malu Zhang Y. Yang MQ 32 0 0 25 Feb 2025
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective Yongqi Ding Lin Zuo Mengmeng Jing Pei He Hanpu Deng 42 1 0 20 Feb 2025
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks Yulong Huang Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Zunchang Liu Biao Pan Bojun Cheng 57 8 0 20 Feb 2025
Channel-wise Parallelizable Spiking Neuron with Multiplication-free Dynamics and Large Temporal Receptive Fields Peng Xue Wei Fang Zhengyu Ma Zihan Huang Zhaokun Zhou Yonghong Tian T. Masquelier Huihui Zhou 52 0 0 24 Jan 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 65 4 0 25 Nov 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map Yuhong Chou Man Yao Kexin Wang Yuqi Pan Ruijie Zhu Yiran Zhong Yu Qiao J. Wu Bo Xu Guoqi Li 35 4 0 16 Nov 2024
ViT-LCA: A Neuromorphic Approach for Vision Transformers Sanaz Mahmoodi Takaghaj ViT 38 0 0 31 Oct 2024
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification Gaspard Goupy Pierre Tirilly Ioan Marius Bilasco 14 0 0 22 Oct 2024
Fully Asynchronous Neuromorphic Perception for Mobile Robot Dodging with Loihi Chips Junjie Jiang Delei Kong Chenming Hu Zheng Fang 26 0 0 14 Oct 2024
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis Yi Pan Hanqi Jiang J. Chen Yiwei Li Huaqin Zhao ... Z. Liu D. Zhu Xiang Li Yohannes Abate Tianming Liu MedIm 22 1 0 12 Oct 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 23 0 0 10 Oct 2024
PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks Yulong Huang Zunchang Liu Changchun Feng Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Hong Xing Bojun Cheng 22 0 0 04 Oct 2024
Spiking Transformer with Spatial-Temporal Attention Donghyun Lee Yuhang Li Youngeun Kim Shiting Xiao Priyadarshini Panda 13 1 0 29 Sep 2024
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks Lingxin Jin Meiyu Lin Wei Jiang Jinyu Zhan AAML SILM 16 2 0 24 Sep 2024
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention Boxun Xu Hejia Geng Yuxuan Yin Peng Li AI4TS 11 0 0 20 Sep 2024
SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation Yi Tian Juan Andrade-Cetto 24 0 0 06 Sep 2024
ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition Shiting Xiao Yuhang Li Youngeun Kim Donghyun Lee Priyadarshini Panda 16 0 0 03 Sep 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms Xiao Wang Shiao Wang Pengpeng Shao Bo Jiang Lin Zhu Yonghong Tian 62 1 0 19 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 22 9 0 07 Aug 2024
Ternary Spike-based Neuromorphic Signal Processing System Shuai Wang Dehao Zhang A. Belatreche Yichen Xiao Hongyu Qing Wenjie We Malu Zhang Yang Yang 27 7 0 07 Jul 2024
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking Xingrun Xing Boyan Gao Zheng Zhang David A. Clifton Shitao Xiao LI DU Guoqi Li Jiajun Zhang 45 5 0 05 Jul 2024
SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition Liutao Yu Liwei Huang Chenlin Zhou Han Zhang Zhengyu Ma Huihui Zhou Yonghong Tian ViT 33 3 0 21 Jun 2024
RTFormer: Re-parameter TSBN Spiking Transformer Hongzhi Wang Xiubo Liang Mengjian Li Tao Zhang 22 0 0 20 Jun 2024
Self-Distillation Learning Based on Temporal-Spatial Consistency for Spiking Neural Networks Lin Zuo Yongqi Ding Mengmeng Jing Kunshan Yang Yunqian Yu 33 3 0 12 Jun 2024
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN Kang You Zekai Xu Chen Nie Zhijie Deng Qinghai Guo Xiang Wang Zhezhi He 24 3 0 05 Jun 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms Xingrun Xing Zheng Zhang Ziyi Ni Shitao Xiao Yiming Ju Siqi Fan Yequan Wang Jiajun Zhang Guoqi Li 24 7 0 05 Jun 2024
Scalable MatMul-free Language Modeling Rui-Jie Zhu Yu Zhang Ethan Sifferman Tyler Sheaves Yiqiao Wang Dustin Richmond P. Zhou Jason Eshraghian 21 15 0 04 Jun 2024
Autonomous Driving with Spiking Neural Networks Rui-Jie Zhu Ziqing Wang Leilani H. Gilpin Jason Eshraghian 18 6 0 30 May 2024
High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost Jiakui Hu Man Yao Xuerui Qiu Yuhong Chou Yuxuan Cai Ning Qiao Yonghong Tian Boxing Xu Guoqi Li AI4CE 24 1 0 26 May 2024
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators Changze Lv Dongqi Han Yansen Wang Xiaoqing Zheng Xuanjing Huang Dongsheng Li 22 0 0 23 May 2024
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan Malu Zhang Rui-jie Zhu Xuerui Qiu Jason Eshraghian Haicheng Qu 26 6 0 22 May 2024
Libra: Building Decoupled Vision System on Large Language Models Yifan Xu Xiaoshan Yang Y. Song Changsheng Xu MLLM VLM 25 0 0 16 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining Tianyu Song Guiyue Jin Pengpeng Li Kui Jiang Xiang Chen Jiyu Jin 33 9 0 10 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods Chenlin Zhou Han Zhang Liutao Yu Yumin Ye Zhaokun Zhou Liwei Huang Zhengyu Ma Xiaopeng Fan Huihui Zhou Yonghong Tian 35 9 0 06 May 2024