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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
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
收藏  |  浏览/下载：19/0  |  提交时间：2024/03/27
Task analysis  Neurons  Trajectory  Behavioral sciences  Dynamic programming  Control theory  Biology  Direct dynamic programming (DDP)  Lorenz system  multiscale dynamics  point-to-point control  recursive least square (RLS)  spiking neural network (SNN)  
Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
收藏  |  浏览/下载：38/0  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
收藏  |  浏览/下载：18/0  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
Hierarchical rhythmic propagation of corticothalamic interactions for consciousness: A computational study 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 169, 页码: 10
作者:  Zhang, Qian;  Lu, Han;  Wang, Jihang;  Yang, Taoyi;  Bi, Weida;  Zeng, Yi;  Yu, Buwei
收藏  |  浏览/下载：43/0  |  提交时间：2024/02/21
Corticothalamic model  Spiking neural network  Consciousness  General anesthesia  Anteriorization  
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
收藏  |  浏览/下载：46/0  |  提交时间：2024/02/21
Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks 期刊论文
SCIENTIFIC REPORTS, 2023, 卷号: 13, 期号: 1, 页码: 13
作者:  Pan, Wenxuan;  Zhao, Feifei;  Zeng, Yi;  Han, Bing
收藏  |  浏览/下载：96/0  |  提交时间：2023/12/21
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：69/0  |  提交时间：2023/11/17
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 799-808
作者:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
收藏  |  浏览/下载：63/0  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
Attention Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9393-9410
作者:  Yao, Man;  Zhao, Guangshe;  Zhang, Hengyu;  Hu, Yifan;  Deng, Lei;  Tian, Yonghong;  Xu, Bo;  Li, Guoqi
收藏  |  浏览/下载：52/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
Emotional brain network decoded by biological spiking neural network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:  Xu, Hubo;  Cao, Kexin;  Chen, Hongguang;  Abudusalamu, Awuti;  Wu, Wei;  Xue, Yanxue
收藏  |  浏览/下载：36/0  |  提交时间：2023/11/17
emotion  affective computing  brain network  neural oscillation  neuroregulation  self-backpropagation  spiking neural network  brain-computer interface