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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  
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  
Modelling Online User Behaviors with Competitive Interactions 期刊论文
Information & Management, 2018, 卷号: 1, 期号: 1, 页码: 1-11
Authors:  Saike He;  Xiaolong Zheng;  Daniel Dajun Zeng
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Online Behaviors  Competitive Interactions  Homophily  Homeostasis  Social Media  
Brain Network Studies in Chronic Disorders of Consciousness: Advances and Perspectives 期刊论文
NEUROSCIENCE BULLETIN, 2018, 卷号: 34, 期号: 4, 页码: 592-604
Authors:  Song, Ming;  Zhang, Yujin;  Cui, Yue;  Yang, Yi;  Jiang, Tianzi
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Disorders Of Consciousness  Neuroimaging  Brain Network  Brainnetome  
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  
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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Inter and intra-hemispheric structural imaging markers predict depression relapse after electroconvulsive therapy: a multisite study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2017, 卷号: 7, 期号: 12, 页码: 1270
Authors:  Wade, Benjamin S. C.;  Sui, Jing;  Hellemann, Gerhard;  Leaver, Amber M.;  Espinoza, Randall T.;  Woods, Roger P.;  Abbott, Christopher C.;  Joshi, Shantanu H.;  Narr, Katherine L.
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Co-altered functional networks and brain structure in unmedicated patients with bipolar and major depressive disorders 期刊论文
BRAIN STRUCTURE & FUNCTION, 2017, 卷号: 222, 期号: 9, 页码: 4051-4064
Authors:  He, Hao;  Sui, Jing;  Du, Yuhui;  Yu, Qingbao;  Lin, Dongdong;  Drevets, Wayne C.;  Savitz, Jonathan B.;  Yang, Jian;  Victor, Teresa A.;  Calhoun, Vince D.;  Sui Jing(隋婧);  Vince D. Calhoun
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Bipolar Disorders  Major Depressive Disorder  Functional Network Connectivity  Gray Matter Density  Multimodal Fusion  Mcca Plus Jica  
Effect of Dimensional Emotion in Discrete Speech Emotion Classification 会议论文
, Stockholm, Sweden, 2017-8-23
Authors:  Huang, Jian;  Li, Ya;  Tao, Jianhua
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Continuous multimodal emotion prediction based on Long Short Term Memory Recurrent neural network 会议论文
, Mountain View, CA, USA, 2017-10-23
Authors:  Huang, Jian;  Li, Ya;  Tao, Jianhua;  Lian Zheng;  Wen, Zhengqi;  Yang, Minghao;  Yi Jiangyan
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