Learning Spiking Neural Network from Easy to Hard task

Learning Spiking Neural Network from Easy to Hard task

9 September 2023

Papers citing "Learning Spiking Neural Network from Easy to Hard task"

16 / 16 papers shown

Title
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition Minglun Han Qingyu Wang Tielin Zhang Yi Wang Duzhen Zhang Bo Xu 57 29 0 02 Feb 2023
Attention Spiking Neural Networks Man Yao Guangshe Zhao Hengyu Zhang Yifan Hu Lei Deng Yonghong Tian Bo Xu Guoqi Li 92 171 0 28 Sep 2022
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration Yuhang Li Shi-Wee Deng Xin Dong Ruihao Gong Shi Gu 63 192 0 13 Jun 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 157 496 0 08 Feb 2021
Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation Tielin Zhang Shuncheng Jia Xiang Cheng Bo Xu 55 48 0 09 Oct 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 139 527 0 11 Jul 2020
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks Jibin Wu Chenglin Xu Daquan Zhou Haizhou Li Kay Chen Tan 49 115 0 02 Jul 2020
Micro-supervised Disturbance Learning: A Perspective of Representation Probability Distribution Jielei Chu Jing Liu Hongjun Wang Hua Meng Zhiguo Gong Tianrui Li OOD 51 19 0 13 Mar 2020
Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient Ling Liang Xing Hu Lei Deng Yujie Wu Guoqi Li Yufei Ding Peng Li Yuan Xie AAML 89 63 0 01 Jan 2020
Surrogate Gradient Learning in Spiking Neural Networks Emre Neftci Hesham Mostafa Friedemann Zenke 90 1,237 0 28 Jan 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 76 656 0 16 Sep 2018
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 60 343 0 03 Aug 2018
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception Federico Paredes-Valles Kirk Y. W. Scheper Guido C. H. E de Croon 47 156 0 28 Jul 2018
Unsupervised Learning with Self-Organizing Spiking Neural Networks Hananel Hazan D. J. Saunders Darpan T. Sanghavi H. Siegelmann R. Kozma SSL 33 65 0 24 Jul 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks D. Weinshall Gad Cohen Dan Amir ODL 47 241 0 11 Feb 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,123 0 19 May 2017