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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
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Li, Chengyu T.;  Poo, Mu-ming;  Xu, Bo
收藏  |  浏览/下载：54/0  |  提交时间：2023/11/17
Mixture of personality improved spiking actor network for efficient multi-agent cooperation 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 14
作者:  Li, Xiyun;  Ni, Ziyi;  Ruan, Jingqing;  Meng, Linghui;  Shi, Jing;  Zhang, Tielin;  Xu, Bo
收藏  |  浏览/下载：55/0  |  提交时间：2023/11/17
multi-agent cooperation  personality theory  spiking actor networks  multi-agent reinforcement learning  theory of mind  
Self-Lateral Propagation Elevates Synaptic Modifications in Spiking Neural Networks for the Efficient Spatial and Temporal Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:  Zhang, Tielin;  Wang, Qingyu;  Xu, Bo
收藏  |  浏览/下载：79/0  |  提交时间：2023/11/17
Self-lateral propagation (SLP)  spatial classifica-tion  spiking neural network (SNN)  synaptic plasticity  temporal classification  
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition 会议论文
, Washington D.C., USA, 2023-2-9
作者:  Qingyu Wang;  Tielin Zhang;  Minglun Han;  Yi Wang;  Duzhen Zhang;  Bo Xu
Adobe PDF(1714Kb)  |  收藏  |  浏览/下载：135/43  |  提交时间：2023/06/20
Origin of the efficiency of spike timing-based neural computation for processing temporal information 期刊论文
NEURAL NETWORKS, 2023, 卷号: 160, 页码: 84-96
作者:  Jiang, Zhiwei;  Xu, Jiaming;  Zhang, Tielin;  Poo, Mu-ming;  Xu, Bo
收藏  |  浏览/下载：131/0  |  提交时间：2023/03/20
Postsynaptic potential  Spiking neural network  Sequence learning  Temporal information processing  
A Brain-Inspired Approach for Probabilistic Estimation and Efficient Planning in Precision Physical Interaction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:  Xing, Dengpeng;  Yang, Yiming;  Zhang, Tielin;  Xu, Bo
收藏  |  浏览/下载：168/0  |  提交时间：2022/06/10
Task analysis  Robots  Force  Planning  Mathematical models  Brain modeling  Biology  Brain-inspired structure  precision physical interaction  spiking neural networks (SNNs)  
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
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：179/0  |  提交时间：2021/12/28
A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:  Xing, Dengpeng;  Li, Jiale;  Zhang, Tielin;  Xu, Bo
收藏  |  浏览/下载：189/0  |  提交时间：2022/01/27
Visualization  Cameras  Planning  Task analysis  Neurons  Collision avoidance  Biology  Brain-inspired structure  collision-free movement planning  small operational space  spiking neural networks (SNNs)  
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
作者:  Zhang, Tielin;  Jia, Shuncheng;  Cheng, Xiang;  Xu, Bo
收藏  |  浏览/下载：197/0  |  提交时间：2022/01/27
Neurons  Biology  Convolution  Biological neural networks  Tuning  Membrane potentials  Kernel  Biologically plausible computing  neuronal dynamics  reward propagation  spiking neural network (SNN)  
Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks 期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
作者:  Jia, Shuncheng;  Zhang, Tielin;  Cheng, Xiang;  Liu, Hongxing;  Xu, Bo
收藏  |  浏览/下载：198/0  |  提交时间：2021/04/21
spiking neural network  neuronal plasticity  synaptic plasticity  reward propagation  sparse connections