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基于机器学习和几何变换的实时 2D/3D 脊椎配准 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 7, 页码: 1183-1194
作者:  陈智强;  王作伟;  方龙伟;  菅凤增;  吴毅红;  李硕;  何晖光
浏览  |  Adobe PDF(6328Kb)  |  收藏  |  浏览/下载：326/69  |  提交时间：2021/01/27
2D/3D 配准, 机器学习, 几何变换, 统计形状模型, 实时  
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
作者:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
Adobe PDF(1800Kb)  |  收藏  |  浏览/下载：506/232  |  提交时间：2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children 期刊论文
MOLECULAR NEUROBIOLOGY, 2018, 卷号: 55, 期号: 4, 页码: 3251-3269
作者:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
浏览  |  Adobe PDF(6672Kb)  |  收藏  |  浏览/下载：605/189  |  提交时间：2017/06/06
Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion  
Comparison of NREM sleep and intravenous sedation through local information processing and whole brain network to explore the mechanism of general anesthesia 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 2, 页码: 1-19
作者:  Li, Yun;  Wang, Shengpei;  Pan, Chuxiong;  Xue, Fushan;  Xian, Junfang;  Huang, Yaqi;  Wang, Xiaoyi;  Li, Tianzuo;  He, Huiguang
浏览  |  Adobe PDF(9107Kb)  |  收藏  |  浏览/下载：385/55  |  提交时间：2018/10/10
Sleep, fMRI, General anesthesia  
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：474/200  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction