Single-Trial Detection and Classification of Event-Related Optical Signals for a Brain–Computer Interface Application
Nicole Chiou,
Mehmet Günal,
Sanmi Koyejo
et al.
Abstract:Event-related optical signals (EROS) measure fast modulations in the brain’s optical properties related to neuronal activity. EROS offer a high spatial and temporal resolution and can be used for brain–computer interface (BCI) applications. However, the ability to classify single-trial EROS remains unexplored. This study evaluates the performance of neural network methods for single-trial classification of motor response-related EROS. EROS activity was obtained from a high-density recording montage covering th… Show more
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