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Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition
Li, Jinpeng, Qiu, Shuang, Shen, Yuan-Yuan, Liu, Cheng-Lin, He, Huiguang
Published in IEEE transactions on cybernetics (01.07.2020)
Published in IEEE transactions on cybernetics (01.07.2020)
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EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
Song, Tengfei, Zheng, Wenming, Song, Peng, Cui, Zhen
Published in IEEE transactions on affective computing (01.07.2020)
Published in IEEE transactions on affective computing (01.07.2020)
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MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition
Chen, Hao, Jin, Ming, Li, Zhunan, Fan, Cunhang, Li, Jinpeng, He, Huiguang
Published in Frontiers in neuroscience (07.12.2021)
Published in Frontiers in neuroscience (07.12.2021)
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FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition
Wang, Zhe, Gu, Tianhao, Zhu, Yiwen, Li, Dongdong, Yang, Hai, Du, Wenli
Published in IEEE journal of biomedical and health informatics (01.07.2021)
Published in IEEE journal of biomedical and health informatics (01.07.2021)
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Self‐training maximum classifier discrepancy for EEG emotion recognition
Zhang, Xu, Huang, Dengbing, Li, Hanyu, Zhang, Youjia, Xia, Ying, Liu, Jinzhuo
Published in CAAI Transactions on Intelligence Technology (01.12.2023)
Published in CAAI Transactions on Intelligence Technology (01.12.2023)
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EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM
Yin, Yongqiang, Zheng, Xiangwei, Hu, Bin, Zhang, Yuang, Cui, Xinchun
Published in Applied soft computing (01.03.2021)
Published in Applied soft computing (01.03.2021)
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EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network
Liu, Shuaiqi, Wang, Zeyao, An, Yanling, Zhao, Jie, Zhao, Yingying, Zhang, Yu-Dong
Published in Knowledge-based systems (08.04.2023)
Published in Knowledge-based systems (08.04.2023)
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Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture
Xu, Guixun, Guo, Wenhui, Wang, Yanjiang
Published in Medical & biological engineering & computing (01.01.2023)
Published in Medical & biological engineering & computing (01.01.2023)
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A Bi-Hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition
Li, Yang, Zheng, Wenming, Zong, Yuan, Cui, Zhen, Zhang, Tong, Zhou, Xiaoyan
Published in IEEE transactions on affective computing (01.04.2021)
Published in IEEE transactions on affective computing (01.04.2021)
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Frame-Level Teacher-Student Learning With Data Privacy for EEG Emotion Recognition
Gu, Tianhao, Wang, Zhe, Xu, Xinlei, Li, Dongdong, Yang, Hai, Du, Wenli
Published in IEEE transaction on neural networks and learning systems (01.12.2023)
Published in IEEE transaction on neural networks and learning systems (01.12.2023)
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Cross-subject EEG emotion recognition combined with connectivity features and meta-transfer learning
Li, Jinyu, Hua, Haoqiang, Xu, Zhihui, Shu, Lin, Xu, Xiangmin, Kuang, Feng, Wu, Shibin
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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4D attention-based neural network for EEG emotion recognition
Xiao, Guowen, Shi, Meng, Ye, Mengwen, Xu, Bowen, Chen, Zhendi, Ren, Quansheng
Published in Cognitive neurodynamics (01.08.2022)
Published in Cognitive neurodynamics (01.08.2022)
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PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
Jin, Ming, Du, Changde, He, Huiguang, Cai, Ting, Li, Jinpeng
Published in IEEE transactions on multimedia (2024)
Published in IEEE transactions on multimedia (2024)
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Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition
Li, Xiaojun, Chen, C. L. Philip, Chen, Bianna, Zhang, Tong
Published in IEEE transactions on affective computing (01.07.2024)
Published in IEEE transactions on affective computing (01.07.2024)
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GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition
Chen, Bianna, Chen, C. L. Philip, Zhang, Tong
Published in IEEE transactions on affective computing (01.07.2024)
Published in IEEE transactions on affective computing (01.07.2024)
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