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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
Adobe PDF(4425Kb)  |  Favorite  |  View/Download:9/1  |  Submit date:2019/06/19
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  
基于EMD与增强Poincaré散点图的生理信号多尺度分析与识别 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  梁嘉琪
Adobe PDF(8267Kb)  |  Favorite  |  View/Download:75/1  |  Submit date:2018/05/29
经验模态分解  增强庞加莱散点图  特征提取  生理信号  多尺度分析与识别  
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  
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
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Ensemble Empirical Mode Decomposition  Frontal Electroencephalogram  Hilbert–huang Transformation