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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
Authors:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
Favorite  |  View/Download:1/0  |  Submit date:2024/02/21
面向异步时空脉冲数据的特征学习 学位论文
, 2023
Authors:  孙琳晖
Adobe PDF(23773Kb)  |  Favorite  |  View/Download:34/1  |  Submit date:2024/01/22
脉冲数据  特征学习  时空关系建模  图卷积神经网络  多尺度特征  
基于神经影像的脑发育模式及其个体化评估研究 学位论文
, 2023
Authors:  赵雨馨
Adobe PDF(28444Kb)  |  Favorite  |  View/Download:88/3  |  Submit date:2024/01/09
脑功能层级  脑结构  个体化脑发育  异常发育  早期预警  
Deciphering the neural mechanisms of miR-134 in major depressive disorder with population-based and person-specific imaging transcriptomic techniques 期刊论文
PSYCHIATRY RESEARCH, 2023, 卷号: 329, 页码: 12
Authors:  Lou, Jing;  Liu, Kai;  Wen, Junyan;  He, Yini;  Sun, Yuqing;  Tian, Xiaohan;  Hu, Ke;  Deng, Yanjia;  Liu, Bing;  Wen, Ge
Favorite  |  View/Download:3/0  |  Submit date:2024/02/22
Major depressive disorder (MDD)  miR-134  Two -stage cross -scale imaging transcriptomic  analyses  Biomarkers  Multi-omics  
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
Authors:  Pan, Wenxuan;  Zhao, Feifei;  Zeng, Yi;  Han, Bing
Favorite  |  View/Download:32/0  |  Submit date:2023/12/21
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
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Favorite  |  View/Download:1/0  |  Submit date:2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
A Cerebellum-Inspired Prediction and Correction Model for Motion Control of a Musculoskeletal Robot 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1209-1223
Authors:  Zhang, Jinhan;  Chen, Jiahao;  Wu, Wei;  Qiao, Hong
Favorite  |  View/Download:28/0  |  Submit date:2023/12/21
Biologically inspired control  cerebellum-inspired model  motion generation  motion learning  musculoskeletal robot  reinforcement learning  
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
Authors:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
Favorite  |  View/Download:29/0  |  Submit date:2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
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:27/0  |  Submit date:2023/11/17
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:36/0  |  Submit date:2023/11/17
Self-lateral propagation (SLP)  spatial classifica-tion  spiking neural network (SNN)  synaptic plasticity  temporal classification