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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
View  |  Adobe PDF(497Kb)  |  Favorite  |  View/Download:109/39  |  Submit date:2019/05/06
Brain Encoding And Decoding  Fmri  Deep Neural Networks  Deep Generative Models  Dual Learning  
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
Adobe PDF(1800Kb)  |  Favorite  |  View/Download:74/18  |  Submit date:2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks 会议论文
BICS 2016, Beijing, China, 28-30 November 2016
Authors:  Jinpeng Li;  Zhaoxiang Zhang;  Huiguang He
Adobe PDF(2786Kb)  |  Favorite  |  View/Download:93/9  |  Submit date:2017/02/09
Emotion Recognition  Eeg  Deep Learning  Hcnn  Brain Wave  
Visual Information Processing Mechanism Revealed by fMRI Data 会议论文
BIH 2016, Omaha, NE, USA, 13-16 October 2016
Authors:  Jinpeng Li;  Zhaoxiang Zhang;  Huiguang He
Adobe PDF(362Kb)  |  Favorite  |  View/Download:99/10  |  Submit date:2017/02/09
Visual Cortex  Ventral Pathway  Dorsal Pathway  Fmri  Classification  Representation