SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition

SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition

8 August 2023

Papers citing "SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition"

17 / 17 papers shown

Title
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset Shiao Wang Xinyu Wang Bo Jiang Lin Zhu G. Li Yixuan Wang Yonghong Tian Jin Tang 145 0 0 08 Apr 2025
HPCNeuroNet: A Neuromorphic Approach Merging SNN Temporal Dynamics with Transformer Attention for FPGA-based Particle Physics Murat Isik Hiruna Vishwamith Jonathan Naoukin I. C. Dikmen 50 0 0 23 Dec 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 113 2 0 19 Aug 2024
Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition Lan Chen Dong Li Xiao Wang Pengpeng Shao Wei Zhang Yaowei Wang Yonghong Tian Jin Tang 75 2 0 27 Jun 2024
Reliable Object Tracking by Multimodal Hybrid Feature Extraction and Transformer-Based Fusion Hongze Sun Rui Liu Wuque Cai Jun Wang Yue Wang Huajin Tang Yan Cui Dezhong Yao Daqing Guo 75 6 0 28 May 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 74 6 0 14 Apr 2024
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang 81 18 0 19 Mar 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
Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition Haoxiang Yang Chengguo Yuan Yabin Zhu Langlang Chen Tianlin Li Jin Tang 50 0 0 20 Jan 2024
Unleashing the Power of CNN and Transformer for Balanced RGB-Event Video Recognition Tianlin Li Yao Rong Shiao Wang Yuan Chen Zhe Wu Bowei Jiang Yonghong Tian Jin Tang ViT 81 3 0 18 Dec 2023
Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models Dong Li Jiandong Jin Yuhao Zhang Yanlin Zhong Yaoyang Wu Lan Chen Tianlin Li Bin Luo 63 5 0 30 Nov 2023
Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification Chengguo Yuan Yu Jin Zong-Yao Wu Fanting Wei Yangzirui Wang Langlang Chen Tianlin Li ViT 97 6 0 23 Aug 2023
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 145 241 0 29 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Object Tracking by Jointly Exploiting Frame and Event Domain Jiqing Zhang Xin Yang Yingkai Fu Xiaopeng Wei Baocai Yin B. Dong 77 84 0 19 Sep 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 91 160 0 14 Mar 2020