CASIA OpenIR

Browse/Search Results:  1-8 of 8 Help

  Show only claimed items
Selected(0)Clear Items/Page:    Sort:
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule 期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 页码: 387-395
Authors:  Hao, Yunzhe;  Huang, Xuhui;  Dong, Meng;  Xu, Bo
Favorite  |  View/Download:29/0  |  Submit date:2020/03/30
Spiking neural networks  Dopamine-modulated spike-timing dependent plasticity  Pattern recognition  Supervised learning  Biologically plausibility  
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 118, 页码: 140-147
Authors:  Zeng, Guanxiong;  Huang, Xuhui;  Jiang, Tianzi;  Yu, Shan
Favorite  |  View/Download:37/0  |  Submit date:2019/12/16
Reservoir computing  Sequence learning and retrieval  Short-term depression  Synaptic heterogeneity  Self-organized criticality  Optimal information processing  
Pairwise Interactions among Brain Regions Organize Large-Scale Functional Connectivity during Execution of Various Tasks 期刊论文
NEUROSCIENCE, 2019, 卷号: 412, 页码: 190-206
Authors:  Niu, Weikun;  Huang, Xuhui;  Xu, Kaibin;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(7177Kb)  |  Favorite  |  View/Download:65/18  |  Submit date:2019/12/16
task state fMRI  pairwise correlation  functional network  neural network model  
Multi-Scale Expressions of One Optimal State Regulated by Dopamine in the Prefrontal Cortex 期刊论文
Frontiers in physiology, 2019, 卷号: 10, 期号: 113, 页码: 3389
Authors:  Guyue Hu;  Xuhui Huang;  Tianzi Jiang;  Shan Yu
Favorite  |  View/Download:57/0  |  Submit date:2019/04/08
Optimal States  E/i Balance  Dopamine  The Pfc  Working Memory  Criticality  
Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 11, 页码: 19
Authors:  Dong, Meng;  Huang, Xuhui;  Xu, Bo
Favorite  |  View/Download:43/0  |  Submit date:2019/07/12
Weak Higher-Order Interactions in Macroscopic Functional Networks of the Resting Brain 期刊论文
JOURNAL OF NEUROSCIENCE, 2017, 卷号: 37, 期号: 43, 页码: 10481-10497
Authors:  Huang, Xuhui;  Xu, Kaibin;  Chu, Congying;  Jiang, Tianzi;  Yu, Shan
View  |  Adobe PDF(1071Kb)  |  Favorite  |  View/Download:167/13  |  Submit date:2017/10/09
Default Mode Network  Frontoparietal Network  Functional Connectivity  Pairwise Correlation  Resting-state Fmri  
脑宏观功能网络中的高阶相互作用及自组织临界性对记忆与识别性能的影响 研究报告
2016
Authors:  黄旭辉
View  |  Adobe PDF(5305Kb)  |  Favorite  |  View/Download:213/27  |  Submit date:2016/09/27
静息态功能磁共振成像  功能连接  两两相关性  短时程突触可塑性  蓄水池计算  记忆  模式识别  
Different propagation speeds of recalled sequences in plastic spiking neural networks 期刊论文
NEW JOURNAL OF PHYSICS, 2015, 卷号: 17, 期号: 3, 页码: 035006
Authors:  Huang, Xuhui;  Zheng, Zhigang;  Hu, Gang;  Wu, Si;  Rasch, Malte J.;  Si Wu, Malte J. Rasch
View  |  Adobe PDF(1953Kb)  |  Favorite  |  View/Download:84/17  |  Submit date:2016/03/30
Sequential Activity Recall  Spiking Neural Network  Spike-timing Dependent Plasticity