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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
Authors:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Li, Chengyu T.;  Poo, Mu-ming;  Xu, Bo
Favorite  |  View/Download：14/0  |  Submit date：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
Authors:  Li, Xiyun;  Ni, Ziyi;  Ruan, Jingqing;  Meng, Linghui;  Shi, Jing;  Zhang, Tielin;  Xu, Bo
Favorite  |  View/Download：6/0  |  Submit date：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
Authors:  Zhang, Tielin;  Wang, Qingyu;  Xu, Bo
Favorite  |  View/Download：6/0  |  Submit date：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
Authors:  Qingyu Wang;  Tielin Zhang;  Minglun Han;  Yi Wang;  Duzhen Zhang;  Bo Xu
Adobe PDF(1714Kb)  |  Favorite  |  View/Download：39/3  |  Submit date：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
Authors:  Jiang, Zhiwei;  Xu, Jiaming;  Zhang, Tielin;  Poo, Mu-ming;  Xu, Bo
Favorite  |  View/Download：50/0  |  Submit date：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
Authors:  Xing, Dengpeng;  Yang, Yiming;  Zhang, Tielin;  Xu, Bo
Favorite  |  View/Download：104/0  |  Submit date：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
Authors:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download：103/0  |  Submit date：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
Authors:  Xing, Dengpeng;  Li, Jiale;  Zhang, Tielin;  Xu, Bo
Favorite  |  View/Download：112/0  |  Submit date：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)  
Comparison Between Human and Rodent Neurons for Persistent Activity Performance: A Biologically Plausible Computational Investigation 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 页码: 10
Authors:  Zhang, Qian;  Zeng, Yi;  Zhang, Tielin;  Yang, Taoyi
Favorite  |  View/Download：98/0  |  Submit date：2021/11/04
human neuron  interneuron  neocortex  persistent activity  computational model  
Quantum superposition inspired spiking neural network 期刊论文
ISCIENCE, 2021, 卷号: 24, 期号: 8, 页码: 16
Authors:  Sun, Yinqian;  Zeng, Yi;  Zhang, Tielin
Adobe PDF(2756Kb)  |  Favorite  |  View/Download：114/6  |  Submit date：2021/11/03