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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:37/14  |  Submit date:2024/06/11
Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 10.1109/TNNLS.2024.3372613
Authors:  Jinye Qu;  Zeyu Gao;  Tielin Zhang;  Yanfeng Lu;  Huajin Tang;  Hong Qiao
Adobe PDF(2939Kb)  |  Favorite  |  View/Download:42/18  |  Submit date:2024/06/06
Low latency  object detection  spiking neural network (SNN)  timesteps compression  
Spiking Adaptive Dynamic Programming with Poisson Process 会议论文
, 中国山东省青岛市, 2021-07-18
Authors:  Wei QL(魏庆来);  Han LY(韩立元);  Zhang TL(张铁林)
Adobe PDF(2334Kb)  |  Favorite  |  View/Download:53/16  |  Submit date:2024/05/28
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
Authors:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
Adobe PDF(8060Kb)  |  Favorite  |  View/Download:93/20  |  Submit date:2024/03/27
Direct dynamic programming (DDP)  Lorenz system  multiscale dynamics  point-to-point control  recursive least square (RLS)  spiking neural network (SNN)  
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:112/0  |  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:98/0  |  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:128/0  |  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
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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:186/0  |  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
Adobe PDF(2960Kb)  |  Favorite  |  View/Download:241/18  |  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)