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Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载:23/5  |  提交时间:2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
Driving brain state transitions in major depressive disorder through external stimulation 期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
作者:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载:229/68  |  提交时间:2023/01/17
Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(6004Kb)  |  收藏  |  浏览/下载:181/39  |  提交时间:2023/01/17
Reorganization of rich-clubs in functional brain networks during propofol-induced unconsciousness and natural sleep 期刊论文
NEUROIMAGE-CLINICAL, 2020, 期号: 25, 页码: 18
作者:  Wang Shengpei;  Yun, Li;  Shuang, Qiu;  Zhang Chuncheng;  Wang Guyan;  Xian Junfang;  Li, Tianzuo;  He Huiguang
浏览  |  Adobe PDF(4758Kb)  |  收藏  |  浏览/下载:335/60  |  提交时间:2020/06/02
Resting-state functional magnetic resonance images (rs-fMRI)  Brain network  Rich-club organization  Propofol-induced sedation  Natural sleep  
Disrupted topological organization of structural networks revealed by probabilistic diffusion tractography in Tourette syndrome children 期刊论文
HUMAN BRAIN MAPPING, 2017, 卷号: 38, 期号: 8, 页码: 3988-4008
作者:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
浏览  |  Adobe PDF(938Kb)  |  收藏  |  浏览/下载:595/198  |  提交时间:2017/06/06
Tourette Syndrome  Diffusion Mri  Probabilistic Tractography  Structural Network  Graph Theory  Topological Organization  Multiple Kernel Learning  
Combining tract- and atlas-based analysis reveals microstructural abnormalities in early Tourette syndrome children 期刊论文
HUMAN BRAIN MAPPING, 2016, 卷号: 37, 期号: 5, 页码: 1903-1919
作者:  Wen, Hongwei;  Liu, Yue;  Wang, Jieqiong;  Rekik, Islem;  Zhang, Jishui;  Zhang, Yue;  Tian, Hongwei;  Peng, Yun;  He, Huiguang
浏览  |  Adobe PDF(3757Kb)  |  收藏  |  浏览/下载:532/174  |  提交时间:2016/10/20
Tourette Syndrome  Tract-based Spatial Statistics  Atlas-based Roi Analysis  Large Deformation Diffeomorphic Metric Mapping  Superficial White Matter  
Grey matter connectivity within and between auditory, language and visual systems in prelingually deaf adolescents 期刊论文
RESTORATIVE NEUROLOGY AND NEUROSCIENCE, 2015, 卷号: 33, 期号: 3, 页码: 279-290
作者:  Li, Wenjing;  Li, Jianhong;  Wang, Zhenchang;  Li, Yong;  Liu, Zhaohui;  Yan, Fei;  Xian, Junfang;  He, Huiguang
浏览  |  Adobe PDF(643Kb)  |  收藏  |  浏览/下载:344/60  |  提交时间:2015/09/17
Brain Plasticity  Grey Matter Connectivity  Sparse Inverse Covariance Estimation (Sice)  Prelingually Deaf Adolescents  Magnetic Resonance Imaging (Mri)