Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI - Jeon, Eunjin; Ko, Wonjun; Yoon, Jee Seok; Suk, Heung-Il (IEEE transaction on neural networks and learning systems, 2023)
Keywords: Ablation; Adaptation; Algorithms; Brain modeling; Brain-Computer Interfaces; Brain–computer interface (BCI); Calibration; Decoding; Deep learning; domain adaptation; Domains; EEG; electroencephalogram; Electroencephalography; Electroencephalography - methods; Feature extraction; Human-computer interface; Humans; Information theory; Invariants; Machine Learning; motor imagery; Mutual information; Neural Networks, Computer; Representations; subject-independent; Training; Transfer learning