3 papers
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…
cs.RO2024
Guiding Soft Robots with Motor-Imagery Brain Signals and Impedance Control
Maximilian Stölzle, Sonal Santosh Baberwal, Daniela Rus +2
Integrating Brain-Machine Interfaces into non-clinical applications like robot motion control remains difficult - despite remarkable advancements in clinical settings. Specifically…