EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs

Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane +3

Self-supervised approaches for electroencephalography (EEG) representation learning face three specific challenges inherent to EEG data: (1) The low signal-to-noise ratio which cha…