3 citations · 3 across the 2 of their papers we have counts for
3 papers
Lightweight Adaptation of EEG Foundation Models for Stroke Motor Imagery Decoding: Domain Shift and Subject-Level Robustness
Anh T. Nguyen, Zihua Sun, Michelle J. Johnson
Motor imagery (MI) electroencephalography (EEG) decoding could support post-stroke rehabilitation, but models developed on healthy cohorts may not transfer reliably to pathological…
Robust EEG Functional Connectivity Metrics for Decoding Action Observation Conditions and Observed Actions
Anh T. Nguyen, Zachary A. Rentala, Michelle J. Johnson
Action observation (AO) paradigms probe motor-system engagement, yet the electroencephalographic (EEG) functional connectivity (FC) metrics that best capture AO-related dynamics re…
Exploring EEG Responses during Observation of Actions Performed by Human Actor and Humanoid Robot
Anh T. Nguyen, Ajay Anand, Michelle J. Johnson
Action observation (AO) therapy is a promising rehabilitative treatment for motor and language function in individuals recovering from neurological conditions, such as stroke. This…