Natural image reconstruction from brain waves: a novel visual BCI system with native feedback

Author:

Rashkov Grigory,Bobe Anatoly,Fastovets Dmitry,Komarova Maria

Abstract

AbstractHere we hypothesize that observing the visual stimuli of different categories trigger distinct brain states that can be decoded from noninvasive EEG recordings. We introduce an effective closed-loop BCI system that reconstructs the observed or imagined stimuli images from the co-occurring brain wave parameters. The reconstructed images are presented to the subject as a visual feedback. The developed system is applicable to training BCI-naïve subjects because of the user-friendly and intuitive way the visual patterns are employed to modify the brain states.

Publisher

Cold Spring Harbor Laboratory

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