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Adaptive deep feature representation learning for cross-subject EEG decoding
Liang, Shuang, Li, Linzhe, Zu, Wei, Feng, Wei, Hang, Wenlong
Published in BMC bioinformatics (31.12.2024)
Published in BMC bioinformatics (31.12.2024)
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Cross-Dataset Variability Problem in EEG Decoding With Deep Learning
Xu, Lichao, Xu, Minpeng, Ke, Yufeng, An, Xingwei, Liu, Shuang, Ming, Dong
Published in Frontiers in human neuroscience (21.04.2020)
Published in Frontiers in human neuroscience (21.04.2020)
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Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding
Jeng, Po-Yuan, Wei, Chun-Shu, Jung, Tzyy-Ping, Wang, Li-Chun
Published in IEEE journal of biomedical and health informatics (01.06.2021)
Published in IEEE journal of biomedical and health informatics (01.06.2021)
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Motor imagery EEG decoding using manifold embedded transfer learning
Cai, Yinhao, She, Qingshan, Ji, Jiyue, Ma, Yuliang, Zhang, Jianhai, Zhang, Yingchun
Published in Journal of neuroscience methods (15.03.2022)
Published in Journal of neuroscience methods (15.03.2022)
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EEG decoding of multidimensional information from emotional faces
Li, Yiwen, Zhang, Mingming, Liu, Shuaicheng, Luo, Wenbo
Published in NeuroImage (Orlando, Fla.) (01.09.2022)
Published in NeuroImage (Orlando, Fla.) (01.09.2022)
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Manifold-based multi-branch transfer learning for MI-EEG decoding
Li, Haoyu, An, Jianpeng, Juan, Rongshun, Benko, Tina P., Perc, Matjaž, Dang, Weidong, Gao, Zhongke
Published in Chaos, solitons and fractals (01.07.2025)
Published in Chaos, solitons and fractals (01.07.2025)
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Frequency-Aware Spatial-Temporal Attention Explainable Network for EEG Decoding
Jin, Luyao, Song, Yonghao, Zhao, Huan, Cao, Junyi, Cheung, Vincent C. K., Liao, Wei-Hsin
Published in IEEE journal of biomedical and health informatics (02.06.2025)
Published in IEEE journal of biomedical and health informatics (02.06.2025)
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Latent alignment in deep learning models for EEG decoding
Bakas, Stylianos, Ludwig, Siegfried, Adamos, Dimitrios A, Laskaris, Nikolaos, Panagakis, Yannis, Zafeiriou, Stefanos
Published in Journal of neural engineering (17.02.2025)
Published in Journal of neural engineering (17.02.2025)
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Application of Transfer Learning in EEG Decoding Based on Brain-Computer Interfaces: A Review
Zhang, Kai, Xu, Guanghua, Zheng, Xiaowei, Li, Huanzhong, Zhang, Sicong, Yu, Yunhui, Liang, Renghao
Published in Sensors (Basel, Switzerland) (05.11.2020)
Published in Sensors (Basel, Switzerland) (05.11.2020)
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Graph-based feature learning methods for subject-dependent and subject-independent motor imagery EEG decoding
Zhang, Shaorong, Lu, Zhongwei, Zhang, Benxin, Zhang, Yong, Liang, Zhen, Zhang, Li, Li, LinLing, Huang, Gan, Zhang, Zhiguo, Li, Zhi
Published in Cognitive neurodynamics (01.12.2025)
Published in Cognitive neurodynamics (01.12.2025)
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EEG decoding method based on multi-feature information fusion for spinal cord injury
Xu, Fangzhou, Li, Jincheng, Dong, Gege, Li, Jianfei, Chen, Xinyi, Zhu, Jianqun, Hu, Jinglu, Zhang, Yang, Yue, Shouwei, Wen, Dong, Leng, Jiancai
Published in Neural networks (01.12.2022)
Published in Neural networks (01.12.2022)
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EISATC-Fusion: Inception Self-Attention Temporal Convolutional Network Fusion for Motor Imagery EEG Decoding
Liang, Guangjin, Cao, Dianguo, Wang, Jinqiang, Zhang, Zhongcai, Wu, Yuqiang
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2024)
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A systematic evaluation of Euclidean alignment with deep learning for EEG decoding
Junqueira, Bruna, Aristimunha, Bruno, Chevallier, Sylvain, de Camargo, Raphael Y
Published in Journal of neural engineering (01.06.2024)
Published in Journal of neural engineering (01.06.2024)
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Auditory EEG Decoding Challenge for ICASSP 2024
Bollens, Lies, Puffay, Corentin, Accou, Bernd, Vanthornhout, Jonas, Hamme, Hugo Van, Francart, Tom
Published in IEEE open journal of signal processing (2025)
Published in IEEE open journal of signal processing (2025)
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