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STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks

Computer Vision and Pattern Recognition (CVPR), 2025

4 March 2025

Papers citing "STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks"

43 / 43 papers shown

Title
Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers Yongqi Ding Lin Zuo Mengmeng Jing Kunshan Yang Pei He Tonglan Xie 102 0 0 09 Oct 2025
SpikeSTAG: Spatial-Temporal Forecasting via GNN-SNN Collaboration Bang Hu Changze Lv Mingjie Li Yunpeng Liu Xiaoqing Zheng Fengzhe Zhang Wei cao Fan Zhang AI4TS 153 0 0 04 Aug 2025
TS-SNN: Temporal Shift Module for Spiking Neural Networks Kairong Yu Tianqing Zhang Qi Xu Gang Pan Hongwei Wang 1.0K 2 0 07 May 2025
Line-based 6-DoF Object Pose Estimation and Tracking With an Event CameraIEEE Transactions on Image Processing (TIP), 2024 Zibin Liu Banglei Guan Yang Shang Qifeng Yu L. Kneip 3DPC 251 40 0 06 Aug 2024
Tensor Decomposition Based Attention Module for Spiking Neural NetworksKnowledge-Based Systems (KBS), 2023 Haoyu Deng Rui-jie Zhu Xuerui Qiu Yule Duan Malu Zhang Liang-Jian Deng 258 16 0 23 Oct 2023
Membrane Potential Batch Normalization for Spiking Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2023 Yu-Zhu Guo Yuhan Zhang Y. Chen Weihang Peng Xiaode Liu Liwen Zhang Xuhui Huang Zhe Ma AAML 168 52 0 16 Aug 2023
Inherent Redundancy in Spiking Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2023 Man Yao J. Hu Guangshe Zhao Yaoyuan Wang Ziyang Zhang Boxing Xu Guoqi Li 151 26 0 16 Aug 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2023 Yu-Zhu Guo Xiaode Liu Y. Chen Liwen Zhang Weihang Peng Yuhan Zhang Xuhui Huang Zhe Ma AAML MQ 170 31 0 13 Aug 2023
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural NetworksACM Multimedia (ACM MM), 2023 Jue Chen Huan Yuan Jianchao Tan Bin Chen Chengru Song Chen Zhang 149 7 0 09 Aug 2023
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato 155 20 0 30 Jul 2023
Spike-driven TransformerNeural Information Processing Systems (NeurIPS), 2023 Man Yao Jiakui Hu Zhaokun Zhou Liuliang Yuan Yonghong Tian Boxing Xu Guoqi Li 182 203 0 04 Jul 2023
Spikingformer: A Key Foundation Model for Spiking Neural Networks Chenlin Zhou Liutao Yu Zhaokun Zhou Zhengyu Ma Han Zhang Huihui Zhou Zhengyu Ma Yonghong Tian 439 85 0 24 Apr 2023
Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks Qi Xu Yaxin Li Xuanye Fang Jiangrong Shen Jian K. Liu Huajin Tang Gang Pan 184 18 0 19 Apr 2023
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway Guangyao Chen Peixi Peng Guoqi Li Yonghong Tian 275 37 0 27 Jan 2023
Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network Yudong Li Yunlin Lei Xu Yang 148 33 0 19 Nov 2022
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural NetworksNeural Information Processing Systems (NeurIPS), 2022 Xing-Hua Yao Fanrong Li Zitao Mo Jianguo Cheng 256 125 0 25 Oct 2022
Real Spike: Learning Real-valued Spikes for Spiking Neural NetworksEuropean Conference on Computer Vision (ECCV), 2022 Yu-Zhu Guo Liwen Zhang Y. Chen Xinyi Tong Xiaode Liu Yinglei Wang Xuhui Huang Zhe Ma 154 36 0 13 Oct 2022
STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural NetworksFrontiers in Neuroscience (Front. Neurosci.), 2022 Chengting Yu Zheming Gu Da Li Gaoang Wang Aili Wang Erping Li 197 46 0 11 Oct 2022
Spikformer: When Spiking Neural Network Meets TransformerInternational Conference on Learning Representations (ICLR), 2022 Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 355 365 0 29 Sep 2022
Attention Spiking Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Man Yao Guangshe Zhao Hengyu Zhang Yifan Hu Lei Deng Yonghong Tian Bo Xu Guoqi Li 176 236 0 28 Sep 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Wuque Cai Hongze Sun Rui Liu Yan Cui Jun Wang Yang Xia D. Yao Daqing Guo 270 24 0 22 Sep 2022
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Rui-Jie Zhu Tian-Jing Zhang Qihang Zhao Haoyu Deng Yule Duan Liang-Jian Deng AI4TS 332 83 0 21 Jun 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weightingInternational Conference on Learning Representations (ICLR), 2022 Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 417 316 0 24 Feb 2022
Efficient Neuromorphic Signal Processing with Loihi 2 Garrick Orchard E. P. Frady D. B. Rubin Sophia Sanborn S. Shrestha Friedrich T. Sommer Mike Davies 135 234 0 05 Nov 2021
Temporal-wise Attention Spiking Neural Networks for Event Streams ClassificationIEEE International Conference on Computer Vision (ICCV), 2021 Man Yao Huanhuan Gao Guangshe Zhao Dingheng Wang Yihan Lin Zhao-Xu Yang Guoqi Li AI4TS 156 199 0 25 Jul 2021
A Fully Spiking Hybrid Neural Network for Energy-Efficient Object DetectionIEEE Transactions on Image Processing (TIP), 2021 Biswadeep Chakraborty Xueyuan She Saibal Mukhopadhyay 226 58 0 21 Apr 2021
ViViT: A Video Vision TransformerIEEE International Conference on Computer Vision (ICCV), 2021 Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 438 2,637 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsIEEE International Conference on Computer Vision (ICCV), 2021 Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 1.4K 27,758 0 25 Mar 2021
Is Space-Time Attention All You Need for Video Understanding?International Conference on Machine Learning (ICML), 2021 Gedas Bertasius Heng Wang Lorenzo Torresani ViT 958 2,589 0 09 Feb 2021
Deep Residual Learning in Spiking Neural NetworksNeural Information Processing Systems (NeurIPS), 2021 Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 514 647 0 08 Feb 2021
Going Deeper With Directly-Trained Larger Spiking Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Hanle Zheng Yujie Wu Lei Deng Yifan Hu Guoqi Li 206 628 0 29 Oct 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2020 Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 568 646 0 11 Jul 2020
Brain-inspired global-local learning incorporated with neuromorphic computing Yujie Wu R. Zhao Jun Zhu F. Chen Mingkun Xu ... Hao Zheng Jing Pei Youhui Zhang Mingguo Zhao Luping Shi 199 104 0 05 Jun 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural NetworkComputer Vision and Pattern Recognition (CVPR), 2020 Bing Han G. Srinivasan Kaushik Roy 217 366 0 25 Feb 2020
Minimal Solutions for Relative Pose with a Single Affine CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2019 Banglei Guan Ji Zhao Zhang Li Fang Sun Friedrich Fraundorfer 153 38 0 23 Dec 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 240 1,789 0 25 Apr 2019
Enabling Spike-based Backpropagation for Training Deep Neural Network Architectures Chankyu Lee Syed Shakib Sarwar Priyadarshini Panda G. Srinivasan Kaushik Roy 396 426 0 15 Mar 2019
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 646 1,486 0 28 Jan 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 193 733 0 16 Sep 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 1.5K 31,116 0 05 Sep 2017
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.6K 158,651 0 12 Jun 2017
Spatio-Temporal Backpropagation for Training High-performance Spiking Neural NetworksFrontiers in Neuroscience (Front. Neurosci.), 2017 Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 270 1,186 0 08 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 215,113 0 10 Dec 2015