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MMPosE: Movie-induced Multi-label Positive Emotion Classification Through EEG Signals 期刊论文
IEEE Transactions on Affective Computing, 2022, 卷号: 14, 期号: 4, 页码: 1-14
作者:  Du, Xiaobing;  Deng, Xiaoming;  Qin, Hangyu;  Shu, Yezhi;  Zhao, Guozhen;  Lai, Yu-Kun;  Ma, Cuixia;  Liu, Yong-Jin;  Wang, Hongan
Adobe PDF(33926Kb)  |  收藏  |  浏览/下载：111/7  |  提交时间：2023/01/30
Motion pictures  Electroencephalography  Brain modeling  Emotion recognition  Correlation  Transformers  Computational modeling  Multi-channel EEG  positive emotions  affective computing  multi-label classification  transformer encoder  
Emotion Distribution Learning Based on Peripheral Physiological Signals 期刊论文
IEEE Transactions on Affective Computing, 2022, 卷号: 14, 期号: 3, 页码: 2470-2483
作者:  Shu, Yezhi;  Yang, Pei;  Liu, Niqi;  Zhang, Shu;  Zhao, Guozhen;  Liu, Yong-Jin
Adobe PDF(1880Kb)  |  收藏  |  浏览/下载：220/20  |  提交时间：2022/04/18
Physiology  Brain modeling  Emotion recognition  Electroencephalography  Motion pictures  Biological system modeling  Task analysis  distribution learning  peripheral physiological signals  feature selection  
An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals 期刊论文
IEEE Transactions on Affective Computing, 2020, 卷号: 13, 期号: 3, 页码: 1528-1540
作者:  Du, Xiaobing;  Ma, Cuixia;  Zhang, Guanhua;  Li, Jinyao;  Lai, Yu-Kun;  Zhao, Guozhen;  Deng, Xiaoming;  Liu, Yong-Jin;  Wang, Hongan
Adobe PDF(9683Kb)  |  收藏  |  浏览/下载：205/8  |  提交时间：2021/06/11
Electroencephalography  Feature extraction  Brain modeling  Emotion recognition  Electrodes  Data models  Frequency-domain analysis  Emotion recognition  multichannel EEG  LSTM  attention mechanism  domain adaptation  
Abnormal Effective Connectivity of the Anterior Forebrain Regions in Disorders of Consciousness 期刊论文
Neuroscience Bulletin, 2018, 卷号: 34, 期号: 4, 页码: 647-658
作者:  Chen Ping;  Xie Qiuyou;  Wu Xiaoyan;  Huang Huiyuan;  Lv Wei;  Chen Lixiang;  Guo Yequn;  Zhang Shufei;  Hu Huiqing;  Wang You;  Nie Yangang;  Yu Ronghao;  Huang Ruiwang
收藏  |  浏览/下载：173/0  |  提交时间：2021/02/03
DEFAULT MODE NETWORK  MEDIAL PREFRONTAL CORTEX  PROPOFOL-INDUCED LOSS  SEVERELY INJURED BRAIN  BASAL GANGLIA  FUNCTIONAL CONNECTIVITY  INDIRECT PATHWAYS  IMPAIRED CONSCIOUSNESS  PARKINSONS-DISEASE  VEGETATIVE STATE  Mesocircuit  Basal ganglia  Posterior cingulate cortex  Spectral dynamic causal modeling  Connectome-based predictive modeling  
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