Aperiodic and Low-Frequency Spectral Bias in Reconstruction based EEG Foundation Models

Aditya Kommineni, Emily Zhou, Kleanthis Avramidis +7

EEG foundation models, pre-trained on large-scale unlabelled EEG data, have emerged as a promising direction towards learning generalizable EEG representations. Despite showing pos…