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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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Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals
Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, Fookes, Clinton
Published in IEEE journal of biomedical and health informatics (01.02.2022)
Published in IEEE journal of biomedical and health informatics (01.02.2022)
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Automagic: Standardized preprocessing of big EEG data
Pedroni, Andreas, Bahreini, Amirreza, Langer, Nicolas
Published in NeuroImage (Orlando, Fla.) (15.10.2019)
Published in NeuroImage (Orlando, Fla.) (15.10.2019)
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A novel semi-supervised meta learning method for subject-transfer brain–computer interface
Li, Jingcong, Wang, Fei, Huang, Haiyun, Qi, Feifei, Pan, Jiahui
Published in Neural networks (01.06.2023)
Published in Neural networks (01.06.2023)
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Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI
Nentwich, Maximilian, Ai, Lei, Madsen, Jens, Telesford, Qawi K., Haufe, Stefan, Milham, Michael P., Parra, Lucas C.
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
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Transferring Subspaces Between Subjects in Brain--Computer Interfacing
Samek, Wojciech, Meinecke, Frank C., Muller, Klaus-Robert
Published in IEEE transactions on biomedical engineering (01.08.2013)
Published in IEEE transactions on biomedical engineering (01.08.2013)
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DAGAM: a domain adversarial graph attention model for subject-independent EEG-based emotion recognition
Xu, Tao, Dang, Wang, Wang, Jiabao, Zhou, Yun
Published in Journal of neural engineering (01.02.2023)
Published in Journal of neural engineering (01.02.2023)
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Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition
Cui, Weigang, Xiang, Yansong, Wang, Yifan, Yu, Tao, Liao, Xiao-Feng, Hu, Bin, Li, Yang
Published in IEEE transaction on neural networks and learning systems (01.02.2025)
Published in IEEE transaction on neural networks and learning systems (01.02.2025)
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Cross-subject EEG emotion recognition using multi-source domain manifold feature selection
She, Qingshan, Shi, Xinsheng, Fang, Feng, Ma, Yuliang, Zhang, Yingchun
Published in Computers in biology and medicine (01.06.2023)
Published in Computers in biology and medicine (01.06.2023)
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Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network
Zhang, Kaishuo, Robinson, Neethu, Lee, Seong-Whan, Guan, Cuntai
Published in Neural networks (01.04.2021)
Published in Neural networks (01.04.2021)
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Cross-subject classification of depression by using multiparadigm EEG feature fusion
Yang, Jianli, Zhang, Zhen, Fu, Zhiyu, Li, Bing, Xiong, Peng, Liu, Xiuling
Published in Computer methods and programs in biomedicine (01.05.2023)
Published in Computer methods and programs in biomedicine (01.05.2023)
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Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition
Wang, Jing, Ning, Xiaojun, Xu, Wei, Li, Yunze, Jia, Ziyu, Lin, Youfang
Published in Neural networks (01.12.2024)
Published in Neural networks (01.12.2024)
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A cross-subject MDD detection approach based on multiscale nonlinear analysis in resting state EEG
Zhang, Zhen, Yang, Jianli, Xiong, Peng, Hao, Huaqing, Zhang, Jieshuo, Li, Licong, Wang, Changyong, Liu, Xiuling
Published in Neuroscience (30.08.2025)
Published in Neuroscience (30.08.2025)
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EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition
Zhou, Rushuang, Ye, Weishan, Zhang, Zhiguo, Luo, Yanyang, Zhang, Li, Li, Linling, Huang, Gan, Dong, Yining, Zhang, Yuan-Ting, Liang, Zhen
Published in IEEE transaction on neural networks and learning systems (01.07.2025)
Published in IEEE transaction on neural networks and learning systems (01.07.2025)
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Single-trial-based temporal principal component analysis on extracting event-related potentials of interest for an individual subject
Zhang, Guanghui, Li, Xueyan, Lu, Yingzhi, Tiihonen, Timo, Chang, Zheng, Cong, Fengyu
Published in Journal of neuroscience methods (01.02.2023)
Published in Journal of neuroscience methods (01.02.2023)
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