TY - JOUR T1 - Natural image reconstruction from brain waves: a novel visual BCI system with native feedback JF - bioRxiv DO - 10.1101/787101 SP - 787101 AU - Grigory Rashkov AU - Anatoly Bobe AU - Dmitry Fastovets AU - Maria Komarova Y1 - 2019/01/01 UR - http://biorxiv.org/content/early/2019/10/01/787101.abstract N2 - Here 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. ER -