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Doubly Semi-supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval 会议论文
, Shanghai, China, July 8-12, 2019
Authors:  Du Changde;  Du Changying;  He Huiguang
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Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models 期刊论文
Engineering, 2019, 期号: 0, 页码: 1-8
Authors:  Du Changde;  Li Jinpeng;  Huang Lijie;  He Huiguang
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Brain Encoding And Decoding  Fmri  Deep Neural Networks  Deep Generative Models  Dual Learning  
Automatic brain labeling via multi-atlas guided fully convolutional networks 期刊论文
Medical Image Analysis, 2019, 期号: 52, 页码: 157-168
Authors:  Longwei Fang;  Lichi Zhang;  Dong Nie;  Xiaohuan Cao;  Islem Rekik;  Seong-Whan Lee;  Huiguang He;  Dingguang Shen
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Brain Image Labeling, Multi-atlas-based Method, Fully Convolutional Network, Patch-based Labeling  
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition 期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
Authors:  Jinpeng Li;  Shuang Qiu;  Yuan-Yuan Shen;  Cheng-Lin Liu;  Huiguang He
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Brain-computer Interface, Emotion Recognition, Transfer Learning  
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
Authors:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
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Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion  
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
Authors:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
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Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
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
Authors:  Li, Yun;  Wang, Shengpei;  Pan, Chuxiong;  Xue, Fushan;  Xian, Junfang;  Huang, Yaqi;  Wang, Xiaoyi;  Li, Tianzuo;  He, Huiguang
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Computer-Aided Prognosis: Accurate Prediction of Patients with Neurologic and Psychiatric Diseases via Multi-modal MRI Analysis 专著章节/文集论文
出自: Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging, Cham, Cham, Cham, Cham, Cham, Cham, Cham, Cham:Springer, Springer, Springer, Springer, Springer, Springer, Springer, Springer, 2018
Authors:  Huiguang He;  Hongwei Wen;  Dai Dai;  Jieqiong Wang
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Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data 会议论文
, Seoul, Republic of Korea, October 22--26, 2018
Authors:  Du Changde;  Du Changying;  Wang Hao;  Li Jinpeng;  Zheng Wei-Long;  Lu Bao-Liang;  He Huiguang
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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
Authors:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
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Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction