ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking
Neural Networks

ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks

23 October 2021

Lei Deng

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Papers citing "ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks"

16 / 16 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 Yansen Wang Yonghong Tian Jin Tang 342 0 0 08 Apr 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks Yuanbin Qian Shuhan Ye Chong Wang Xiaojie Cai Jiangbo Qian Xiaogang Xu 85 0 0 17 Mar 2025
Enhancing SNN-based Spatio-Temporal Learning: A Benchmark Dataset and Cross-Modality Attention Model Shibo Zhou Bo Yang Mengwen Yuan Runhao Jiang Rui Yan Gang Pan Huajin Tang 54 7 0 21 Oct 2024
A dynamic vision sensor object recognition model based on trainable event-driven convolution and spiking attention mechanism Peng Zheng Qian Zhou BDL 83 0 0 19 Sep 2024
Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks Xian Zhong Shengwang Hu Xiaohan Yu Wenxin Huang Jianhao Ding Zhaofei Yu Tiejun Huang 60 4 0 19 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 342 3 0 19 Aug 2024
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang Zhou Xu Yuming Lin Jingtao Ye Hongsheng Li Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Liang Zhang AI4TS 74 5 0 06 Jul 2024
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence Wei Fang Yanqing Chen Jianhao Ding Zhaofei Yu T. Masquelier Ding Chen Liwei Huang Huihui Zhou Guoqi Li Yonghong Tian 107 233 0 25 Oct 2023
Tensor Decomposition Based Attention Module for Spiking Neural Networks Haoyu Deng Rui-jie Zhu Xuerui Qiu Yule Duan Malu Zhang Liang-Jian Deng 99 13 0 23 Oct 2023
NeuroCLIP: Neuromorphic Data Understanding by CLIP and SNN Yu-Zhu Guo Y. Chen Zhe Ma VLM 59 5 0 21 Jun 2023
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition Yiting Dong Yang Li Dongcheng Zhao Guobin Shen Yi Zeng 69 13 0 20 Jun 2023
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors Tianlin Li Zong-Yao Wu Bowei Jiang Zhimin Bao Lin Zhu Guoqiu Li Yaowei Wang Yonghong Tian 75 42 0 17 Nov 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 101 78 0 11 Mar 2022
Rethinking Pretraining as a Bridge from ANNs to SNNs Yihan Lin Yifan Hu Shiji Ma Guo-Qi Li Dongjie Yu 63 12 0 02 Mar 2022
Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time Wenzhe Guo M. Fouda A. Eltawil K. Salama 51 12 0 13 Dec 2021
E $^2$ (GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari M. Planamente Gabriele Goletto Marco Cannici Emanuele Gusso Matteo Matteucci Barbara Caputo EgoV 104 57 0 07 Dec 2021

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