6 citations · 6 across the 4 of their papers we have counts for
4 papers
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.…
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…
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…
TsFeX: Contact Tracing Model using Time Series Feature Extraction and Gradient Boosting
Valerio Antonini, Yingjie Niu, Manuela Nayantara Jeyaraj +3
With the outbreak of COVID-19 pandemic, a dire need to effectively identify the individuals who may have come in close-contact to others who have been infected with COVID-19 has ri…