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Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
浏览  |  Adobe PDF(3843Kb)  |  收藏  |  浏览/下载：515/212  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle 期刊论文
Frontiers in Neurorobotics, 2018, 期号: 12, 页码: 56
作者:  Zhao Feifei;  Zeng Yi;  Xu Bo
浏览  |  Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：337/89  |  提交时间：2019/04/22
Spiking Neural Network  Brain-inspired Decision-making  Dopamine Regulation  Multiple Brain Areas Coordination  Reinforcement Learning  UAV Autonomous Learning  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
作者:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
浏览  |  Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：354/67  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Core networks and their reconfiguration patterns across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 9, 页码: 3546-3557
作者:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
浏览  |  Adobe PDF(1205Kb)  |  收藏  |  浏览/下载：375/75  |  提交时间：2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory  
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9, 期号: 1, 页码: 11
作者:  Zhi, Dongmei;  Calhoun, Vince D.;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Fu, Zening;  Du, Yuhui;  Yang, Yongfeng;  Yang, Xiao;  Pan, Miao;  Qi, Shile;  Jiang, Rongtao;  Yu, Qingbao;  Sui, Jing
Adobe PDF(2635Kb)  |  收藏  |  浏览/下载：364/16  |  提交时间：2018/10/10
Major Depressive Disorder  Independent Component Analysis  Dynamic Functional Network Connectivity  Graph Theory  Resting-state Functional Magnetic Resonance Imaging  
BRANT: A Versatile and Extendable Resting-State fMRI Toolkit 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 期号: -, 页码: 52
作者:  Xu, Kaibin;  Liu, Yong;  Zhan, Yafeng;  Ren, Jiaji;  Jiang, Tianzi
浏览  |  Adobe PDF(4680Kb)  |  收藏  |  浏览/下载：355/53  |  提交时间：2018/10/10
BRANT  resting-state fMRI  code-generated GUI  preprocessing  visualization  
MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder 期刊论文
BRAIN, 2018, 卷号: 141, 期号: 3, 页码: 916-926
作者:  Qi, Shile;  Yang, Xiao;  Zhao, Liansheng;  Calhoun, Vince D.;  Perrone-Bizzozero, Nora;  Liu, Shengfeng;  Jiang, Rongtao;  Jiang, Tianzi;  Sui, Jing;  Ma, Xiaohong
Adobe PDF(1019Kb)  |  收藏  |  浏览/下载：441/118  |  提交时间：2018/03/08
Major Depressive Disorder  Microrna132  Supervised Multimodal Fusion  Fronto-limbic Network  Unmedicated  
Both activated and less-activated regions identified by functional MRI reconfigure to support task executions 期刊论文
BRAIN AND BEHAVIOR, 2018, 卷号: 8, 期号: 1, 页码: e00893
作者:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
Adobe PDF(1573Kb)  |  收藏  |  浏览/下载：368/93  |  提交时间：2018/01/12
Activation  Brain Network  Functional Connectivity  Functional Magnetic Resonance Imaging  Network Reconfiguration