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脑电情绪识别中跨被试迁移学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  李劲鹏
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脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练  
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:105/38  |  Submit date:2019/05/06
Brain Encoding And Decoding  Fmri  Deep Neural Networks  Deep Generative Models  Dual Learning  
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
Adobe PDF(3564Kb)  |  Favorite  |  View/Download:66/44  |  Submit date:2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer 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:69/15  |  Submit date:2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
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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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:85/3  |  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:97/9  |  Submit date:2017/02/09
Visual Cortex  Ventral Pathway  Dorsal Pathway  Fmri  Classification  Representation