Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders

William Lehn-Schiøler, Magnus Ruud Kjær, Rahul Thapa +10

EEG foundation models achieve state-of-the-art clinical performance, yet the internal computations driving their predictions remain opaque: a barrier to clinical trust. We apply To…