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eess.SP2026
Optimal Time Window and Frequency Bandwidth Parameter Combination for Subject-Specific Motor Imagery EEG Classification
Matthew A. McCartney, Liisa A. Kivioja, Sonal S. Baberwal +1
Motor-imagery (MI) EEG can be classified using supervised machine learning techniques such as Linear Discriminant Analysis applied to features extracted by Common Spatial Patterns.…
eess.SP2024
Single Channel-based Motor Imagery Classification using Fisher's Ratio and Pearson Correlation
Sonal Santosh Baberwal, Tomas Ward, Shirley Coyle
Motor imagery-based BCI systems have been promising and gaining popularity in rehabilitation and Activities of daily life(ADL). Despite this, the technology is still emerging and h…