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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  
多变量分析方法在静息态功能磁共振影像中的研究与应用 学位论文
, 北京: 中国科学院大学, 2018
Authors:  荆日星
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静息态功能磁共振影像  多变量分析方法  脑功能网络  前向选择算法  精神分裂症  精神分裂症一级亲属  威尔逊氏病  生物标记  
Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics 期刊论文
eLife, 2018, 卷号: 2018, 期号: 7, 页码: e36173
Authors:  Song Ming;  Yi Yang;  Jianghong He;  Zhengyi Yang;  Shan Yu;  Qiuyou Xie;  Xiaoyu Xia;  Yuanyuan Dang;  Qiang Zhang;  Xinhuai Wu;  Yue Cui;  Bing Hou;  Ronghao Yu;  Ruxiang Xu;  Tianzi Jiang
View  |  Adobe PDF(7400Kb)  |  Favorite  |  View/Download:70/12  |  Submit date:2018/10/11
Disorders Of Consciousness  Prognosis  Resting State Fmri  Functional Connectivity  Brain Network  
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1078-1087
Authors:  Jiang, Rongtao;  Abbott, Christopher C.;  Jiang, Tianzi;  Du, Yuhui;  Espinoza, Randall;  Narr, Katherine L.;  Wade, Benjamin;  Yu, Qingbao;  Song, Ming;  Lin, Dongdong;  Chen, Jiayu;  Jones, Thomas;  Argyelan, Miklos;  Petrides, Georgios;  Sui, Jing;  Calhoun, Vince D.
View  |  Adobe PDF(3135Kb)  |  Favorite  |  View/Download:52/0  |  Submit date:2018/01/08
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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:47/2  |  Submit date:2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
基于多模态磁共振成像的儿童抽动秽语综合征脑结构和功能变化及计算机辅助诊断研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  文宏伟
Adobe PDF(5944Kb)  |  Favorite  |  View/Download:187/3  |  Submit date:2017/06/06
抽动秽语综合征  脑结构与功能  多核学习  相似网络融合  深度典型相关自编码  
类脑皮层表征神经计算模型及其应用 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  王寓巍
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小样本学习  脉冲神经网络  脑皮层  层次时序记忆模型  
Deep Belief Networks for EEG-based concealed information test 会议论文
, Hokkaido, Japan, June 20-26, 2017
Authors:  Liu Q(刘祺);  Zhao XG(赵晓光);  Hou ZG(侯增广);  Liu HG(刘洪广)
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Frontal electroencephalogram analysis with ensemble empirical mode decomposition during the induction of general anesthesia 期刊论文
Biomedical Physics & Engineering Express, 2016, 期号: 2, 页码: 065004
Authors:  Tsai, Feng-Fang;  Hu, Xiyuan;  Lin, Yi-Shiuan;  Peng, Chung-Kang;  Fan, Shou-Zen
View  |  Adobe PDF(1907Kb)  |  Favorite  |  View/Download:65/7  |  Submit date:2018/01/03
Ensemble Empirical Mode Decomposition  Frontal Electroencephalogram  Hilbert–huang Transformation