BELT: Bootstrapped EEG-to-language Training by Natural Language Supervision

BELT: Bootstrapped EEG-to-language Training by Natural Language Supervision 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Abstract:

Decoding natural language from noninvasive brain signals has been an exciting topic with the potential to expand the applications of brain-computer interface (BCI) systems. However, current methods face limitations in decoding sentences from electroencephalography (EEG) signals. Improving decoding performance requires the development of a more effective encoder for the EEG …

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