Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering

Yeon-Woo Choi, Hye-Bin Shin, Dan Li

Brain-computer interfaces (BCIs) often suffer from limited robustness and poor long-term adaptability. Model performance rapidly degrades when user attention fluctuates, brain stat…