TFTL: A Task-Free Transfer Learning Strategy for EEG-Based Cross-Subject and Cross-Dataset Motor Imagery BCI - Wang, Yihan; Wang, Jiaxing; Wang, Weiqun; Su, Jianqiang; Bunterngchit, Chayut; Hou, Zeng-Guang (IEEE transactions on biomedical engineering, 2025)
Keywords: Accuracy; Adult; Algorithms; Brain modeling; Brain-Computer Interfaces; Calibration; Clinical trials; cross-dataset; cross-subject; Data models; Datasets; Decoding; Deep Learning; EEG; Electroencephalogram (EEG); Electroencephalography; Electroencephalography - methods; Feature extraction; Female; Human-computer interface; Humans; Imagery; Imagination - physiology; Knowledge management; Machine learning; Male; Mental task performance; motor imagery; Motor skill learning; Performance evaluation; Signal Processing, Computer-Assisted; Statistical analysis; Statistical methods; task-free; Training; Transfer learning; User experience; Young Adult