From Clever Hans to Scientific Discovery: Interpreting EEG Foundational Transformers with LRP

Justus Meyer zu Bexten, Nico Scherf, Bogdan Franczyk +1

Emerging foundation models (FMs) in electroencephalography (EEG) promise a path to scale deep learning in diagnostics and brain-computer interfaces despite data scarcity, yet their…