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STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition 期刊论文
Health Information Science and Systems, 2023, 卷号: 11, 期号: 1
Authors:  Li, R(李睿);  Ren, C(任超);  Zhang, Sipo;  Yang, Yikun;  Zhao, Qiqi;  Hou, Kechen;  Yuan, Wenjie;  Zhang, XW(张晓炜);  Hu, B(胡斌)
Favorite  |    Submit date:2023/07/18
Emotion recognition  EEG  Spatio-temporal-spectral feature fusion  Riemannian manifold  ManifoldNet  BiLSTM  
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism 期刊论文
IEEE Transactions on Cybernetics, 2023, 卷号: PP, 期号: 99, 页码: 1-14
Authors:  Hou, Kechen;  Zhang, Xiaowei;  Yang, Yikun;  Zhao, Qiqi;  Yuan, Wenjie;  Zhou, Zhongyi;  Zhang, Sipo;  Li, Chen;  Shen, Jian;  Hu, Bin...Hou, Kechen;  Zhang, Xiaowei;  Yang, Yikun;  Zhao, Qiqi;  Yuan, Wenjie;  Zhou, Zhongyi;  Zhang, Sipo;  Li, Chen;  Shen, Jian;  Hu, Bin
Favorite  |    Submit date:2023/11/28
Coordinated fusion  emotion recognition  nervous systems  temporal alignment  
Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition 期刊论文
IEEE Transactions on Computational Social Systems, 2023, 卷号: PP, 期号: 99, 页码: 1-12
Authors:  Zhang, Xiaowei;  Zhou, Zhongyi;  Zhao, Qiqi;  Hou, Kechen;  Wei, Xiangyu;  Zhang, Sipo;  Yang, Yikun;  Cui, Yanmeng
Favorite  |    Submit date:2023/11/28
Brain-computer interface (BCI)  discriminant information  emotion recognition  transfer learning (TL)