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2307.01694
Cited By
Spike-driven Transformer
Neural Information Processing Systems (NeurIPS), 2023
4 July 2023
Man Yao
Jiakui Hu
Zhaokun Zhou
Liuliang Yuan
Yonghong Tian
Boxing Xu
Guoqi Li
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Papers citing
"Spike-driven Transformer"
50 / 51 papers shown
New Spiking Architecture for Multi-Modal Decision-Making in Autonomous Vehicles
Aref Ghoreishee
Abhishek Mishra
Lifeng Zhou
John Walsh
Nagarajan Kandasamy
92
0
0
01 Dec 2025
Attention via Synaptic Plasticity is All You Need: A Biologically Inspired Spiking Neuromorphic Transformer
Kallol Mondal
Ankush Kumar
81
0
0
18 Nov 2025
Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
Jieyuan Zhang
Xiaolong Zhou
Shuai Wang
Wenjie Wei
Hanwen Liu
Qian Sun
Malu Zhang
Yang Yang
Haizhou Li
140
0
0
24 Oct 2025
Large Language Models Inference Engines based on Spiking Neural Networks
Adarsha Balaji
Sandeep Madireddy
Prasanna Balaprakash
127
0
0
30 Sep 2025
When Routers, Switches and Interconnects Compute: A processing-in-interconnect Paradigm for Scalable Neuromorphic AI
Madhuvanthi Srivatsav R
Chiranjib Bhattacharyya
S. Chakrabartty
Chetan Singh Thakur
112
0
0
27 Aug 2025
SNNSIR: A Simple Spiking Neural Network for Stereo Image Restoration
Ronghua Xu
J. Xie
Jing Nie
Jiale Cao
Yanwei Pang
102
0
0
17 Aug 2025
S
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M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection
Jiaqi Wang
Zhengyu Ma
Xiongri Shen
Chenlin Zhou
Leilei Zhao
Han Zhang
Yi Zhong
Siqi Cai
Zhenxi Song
Zhiguo Zhang
140
0
0
07 Aug 2025
Toward Efficient Spiking Transformers: Synapse Pruning Meets Synergistic Learning-Based Compensation
Hongze Sun
Wuque Cai
Duo Chen
Quan Tang
Shifeng Mao
Jiayi He
Zhenxing Wang
Daqing Guo
D. Yao
D. Guo
172
0
0
04 Aug 2025
E2ATST: A Temporal-Spatial Optimized Energy-Efficient Architecture for Training Spiking Transformer
Yunhao Ma
Yanyu Lin
Mingjing Li
Puli Quan
Chenlin Zhou
...
Wanyi Jia
Xueke Zhu
Qingyan Meng
Huihui Zhou
Fengwei An
134
0
0
01 Aug 2025
HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
Zhichao Deng
Zhikun Liu
Junxue Wang
Shengqian Chen
Xiang Wei
Qiang Yu
105
0
0
01 Aug 2025
IML-Spikeformer: Input-aware Multi-Level Spiking Transformer for Speech Processing
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Zeyang Song
Shimin Zhang
Yuhong Chou
Jibin Wu
Haizhou Li
242
0
0
10 Jul 2025
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding
Xuemei Chen
Huamin Wang
Hangchi Shen
Shukai Duan
S. Wen
Tingwen Huang
167
0
0
09 Jun 2025
ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
Yufei Guo
Yuhan Zhang
Zhou Jie
Xiaode Liu
Xin Tong
Y. Chen
Weihang Peng
Zhe Ma
MQ
131
1
0
09 Jun 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Xinyi Chen
Chenxiang Ma
Yujie Wu
Kay Chen Tan
Jibin Wu
AI4TS
157
3
0
28 May 2025
Spiking Neural Networks Need High Frequency Information
Yuetong Fang
Deming Zhou
Ziqing Wang
Hongwei Ren
Zecui Zeng
Lusong Li
Shibo Zhou
Zhanchen Zhu
385
0
0
24 May 2025
SPKLIP: Aligning Spike Video Streams with Natural Language
Yongchang Gao
Meiling Jin
Zhaofei Yu
Tiejun Huang
Guozhang Chen
CLIP
VLM
526
0
0
19 May 2025
MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Wei Hua
Chenlin Zhou
Jibin Wu
Yansong Chua
Yangyang Shu
294
1
0
19 May 2025
TDFormer: A Top-Down Attention-Controlled Spiking Transformer
Zizheng Zhu
Yingchao Yu
Zeqi Zheng
Zhaofei Yu
Yaochu Jin
336
0
0
17 May 2025
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and
O
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\mathcal{O}(T)
O
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Complexity
Shihao Zou
Qingfeng Li
Wei Ji
Jingjing Li
Yongkui Yang
Guoqi Li
Chao Dong
358
1
0
15 May 2025
A brain-inspired generative model for EEG-based cognitive state identification
Bin Hu
Z. Guan
288
0
0
03 May 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN
Enqi Zhang
MQ
995
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
Hong Li
Xiaoyan Sun
Mamba
332
1
0
19 Apr 2025
Learning with Spike Synchrony in Spiking Neural Networks
Yuchen Tian
Assel Kembay
Nhan Duy Truong
Nhan Duy Truong
Omid Kavehei
Omid Kavehei
260
0
0
14 Apr 2025
QSViT: A Methodology for Quantizing Spiking Vision Transformers
Rachmad Vidya Wicaksana Putra
Saad Iftikhar
Mohamed Bennai
MQ
267
3
0
01 Apr 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition
Zeqi Zheng
Yanchen Huang
Yingchao Yu
Zizheng Zhu
Junfeng Tang
Zhaofei Yu
Yaochu Jin
264
1
0
20 Mar 2025
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks
Yimeng Shan
Zhenbang Ren
Haodi Wu
Wenjie Wei
Rui-jie Zhu
...
Kexin Shi
Jiashuo Wang
Nhan Duy Truong
Haicheng Qu
Jing Zhang
402
4
0
09 Mar 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2025
Kairong Yu
Chengting Yu
Tianqing Zhang
Xiaochen Zhao
Shu Yang
Hongwei Wang
Qiang Zhang
Qi Xu
278
6
0
05 Mar 2025
STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2025
Tianqing Zhang
Kairong Yu
Xian Zhong
Hongwei Wang
Qi Xu
Qiang Zhang
320
6
0
04 Mar 2025
Spiking Transformer:Introducing Accurate Addition-Only Spiking Self-Attention for Transformer
Computer Vision and Pattern Recognition (CVPR), 2025
Yufei Guo
Xiaode Liu
Y. Chen
Weihang Peng
Yuhan Zhang
Zhe Ma
MQ
304
6
0
28 Feb 2025
Towards High-performance Spiking Transformers from ANN to SNN Conversion
ACM Multimedia (MM), 2024
Zihan Huang
Xinyu Shi
Zecheng Hao
Tong Bu
Jianhao Ding
Zhaofei Yu
Tiejun Huang
414
13
0
28 Feb 2025
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
International Conference on Machine Learning (ICML), 2024
Yulong Huang
Xiaopeng Lin
Hongwei Ren
Haotian Fu
Yue Zhou
Zunchang Liu
Biao Pan
Bojun Cheng
554
26
0
20 Feb 2025
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective
International Conference on Learning Representations (ICLR), 2025
Lin Zuo
Yongqi Ding
Mengmeng Jing
Pei He
Hanpu Deng
273
10
0
20 Feb 2025
Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
Peng Xue
Wei Fang
Zhengyu Ma
Zihan Huang
Zhaokun Zhou
Yonghong Tian
T. Masquelier
Huihui Zhou
431
1
0
24 Jan 2025
Binary Event-Driven Spiking Transformer
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Honglin Cao
Zijian Zhou
Wenjie Wei
A. Belatreche
Yu Liang
Dehao Zhang
Malu Zhang
Yang Yang
Haizhou Li
MQ
142
3
0
10 Jan 2025
ViT-LCA: A Neuromorphic Approach for Vision Transformers
International Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2024
Sanaz Mahmoodi Takaghaj
ViT
385
2
0
31 Oct 2024
Spiking Transformer with Spatial-Temporal Attention
Computer Vision and Pattern Recognition (CVPR), 2024
Donghyun Lee
Yuhang Li
Youngeun Kim
Shiting Xiao
Priyadarshini Panda
397
14
0
29 Sep 2024
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention
Boxun Xu
Hejia Geng
Yuxuan Yin
Peng Li
AI4TS
362
1
0
20 Sep 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
199
68
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
177
13
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
385
19
0
05 Jul 2024
RTFormer: Re-parameter TSBN Spiking Transformer
Hongzhi Wang
Xiubo Liang
Mengjian Li
Tao Zhang
178
3
0
20 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
235
16
0
05 Jun 2024
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
Neural Information Processing Systems (NeurIPS), 2024
Changze Lv
Dongqi Han
Yansen Wang
Xiaoqing Zheng
Xuanjing Huang
Dongsheng Li
178
5
0
23 May 2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation
Xin Zhang
Liangxiu Han
Tam Sobeih
Lianghao Han
Darren Dancey
434
3
0
26 Apr 2024
MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition
Naichuan Zheng
Hailun Xia
Zeyu Liang
Yuchen Du
351
4
0
16 Apr 2024
Fourier or Wavelet bases as counterpart self-attention in spikformer for efficient visual classification
Qingyu Wang
Duzhen Zhang
Tilelin Zhang
Bo Xu
218
1
0
27 Mar 2024
QKFormer: Hierarchical Spiking Transformer using Q-K Attention
Chenlin Zhou
Han Zhang
Zhaokun Zhou
Liutao Yu
Liwei Huang
Xiaopeng Fan
Liuliang Yuan
Zhengyu Ma
Huihui Zhou
Yonghong Tian
288
41
0
25 Mar 2024
SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention
Yundong Sun
Dongjie Zhu
Yansong Wang
Zhaoshuo Tian
Ning Cao
Gregory O'Hared
190
6
0
21 Mar 2024
Spiking Wavelet Transformer
Yuetong Fang
Ziqing Wang
Lingfeng Zhang
Jiahang Cao
Honglei Chen
Renjing Xu
325
16
0
17 Mar 2024
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
Changze Lv
Yansen Wang
Dongqi Han
Xiaoqing Zheng
Xuanjing Huang
Dongsheng Li
AI4TS
TPM
306
20
0
02 Feb 2024
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