Adaptive estimation of EEG for subject-specific reactive band identification and improved ERD detection

► Model EEG mu-rhythm with BMFLC for time-frequency decomposition. ► Subject-specific reactive band for ERD is identified. ► Study is conducted for reactive band identification and improved ERD detection. ► Selection of reactive band improves the ERD detection by 22% and classification accuracy by 10%.