Adaptive deep feature representation learning for cross-subject EEG decoding - Liang, Shuang; Li, Linzhe; Zu, Wei; Feng, Wei; Hang, Wenlong (BMC bioinformatics, 2024)
Keywords: Adaptation; Adaptive sampling; Algorithms; Analysis; Bioinformatics; Biomedical and Life Sciences; Brain-Computer Interfaces; Calibration; Classification; Clusters; Computational Biology/Bioinformatics; Computer Appl. in Life Sciences; Datasets; Decoders; Decoding; Deep Learning; Discriminative feature learning; Domain adaptation; EEG; Effectiveness; Electroencephalogram; Electroencephalography; Electroencephalography - methods; Electronic data processing; Entropy minimization; Euclidean space; Humans; Life Sciences; Machine learning; Mental task performance; Methods; Microarrays; Motor imagery; Motor skill learning; Motor task performance; Performance evaluation; Regularization; Reinforcement learning (Machine learning); Representations; Signal Processing, Computer-Assisted; China; Domain adaptation; Motor imagery; Electroencephalogram; Discriminative feature learning; Entropy minimization