Supervised Contrastive Learning-Based Domain Generalization Network for Cross-Subject Motor Decoding - Zhi, Hongyi; Yu, Tianyou; Gu, Zhenghui; Lin, Zhuobin; Che, Le; Li, Yuanqing; Yu, Zhuliang (IEEE transactions on biomedical engineering, 2025)
Keywords: Ablation; Adaptation; Adult; Algorithms; Alignment; Brain modeling; Brain-computer interface (BCI); Contrastive learning; Decoding; domain generalization (DG); EEG; Effectiveness; electroencephalogram (EEG); Electroencephalography; Electroencephalography - methods; Feature extraction; Humans; Invariants; Learning; Male; Mental task performance; motor execution (ME); motor imagery (MI); Motor skill learning; Motors; Regularization; Representations; Signal Processing, Computer-Assisted; supervised contrastive learning (SCL); Supervised Machine Learning; Training; Transfer learning