B. Adeika

Imagined speech content fails to transfer across individuals in scalp EEG, with even within-subject decoding performance largely explained by artifactual confounds rather than genuine neural representations.

Overt speech EEG decoding is dominated by myogenic artifacts, rendering it an unreliable positive control for imagined speech BCI, and standard decoders can miss signals an order of magnitude larger than typical brain activity.