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Multi-Scale Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning 会议论文
, Online, February 22–March 1, 2022
Authors:  Zhang, Duzhen;  Zhang, Tielin;  Jia, Shuncheng;  Xu, Bo
Adobe PDF(2249Kb)  |  Favorite  |  View/Download:34/13  |  Submit date:2024/06/11
A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost 期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 34, 页码: 12
Authors:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Li, Chengyu T.;  Poo, Mu-ming;  Xu, Bo
Favorite  |  View/Download:110/0  |  Submit date:2023/11/17
Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
Authors:  Zhang, Tielin;  Jia, Shuncheng;  Cheng, Xiang;  Xu, Bo
Favorite  |  View/Download:233/0  |  Submit date:2022/01/27
Neurons  Biology  Convolution  Biological neural networks  Tuning  Membrane potentials  Kernel  Biologically plausible computing  neuronal dynamics  reward propagation  spiking neural network (SNN)  
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 43, 页码: 11
Authors:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:228/0  |  Submit date:2021/12/28
Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks 期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
Authors:  Jia, Shuncheng;  Zhang, Tielin;  Cheng, Xiang;  Liu, Hongxing;  Xu, Bo
Favorite  |  View/Download:244/0  |  Submit date:2021/04/21
spiking neural network  neuronal plasticity  synaptic plasticity  reward propagation  sparse connections