Representational and Functional Robustness to Electrode Montages in EEG Foundation Models
This work investigates the effects of different electrode montages through a joint functional and representational analysis of four EEG foundation models selected to span distinct montage-handling designs, and shows that aggregation, not the encoder alone, determines functional robustness.
Jakob Steglich, Justus Meyer zu Bexten, Shakiba Moradi et al.
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