EEG-PRISM: Physiologically-Grounded Interpretability of Predictions by EEG Foundation Models

Deeksha M Shama, Punnisa Amornsirikul, Archana Venkataraman

Objective: Foundation models represent the next advancement in AI for EEG analysis; however current explainable AI techniques provide attribution scores in the time-channel input s…