Dual Passive Reactive Brain-Computer Interface: A Novel Approach to Human-Machine Symbiosis.

ABSTRACT: The present study proposes a novel concept of neuroadaptive technology, namely a dual passive-reactive Brain-Computer Interface (BCI), that enables bi-directional interaction between humans and machines. We have implemented such a system in a realistic flight simulator using the NextMind classification algorithms and framework to decode pilots' intention (reactive BCI) and to infer their level of attention (passive BCI). Twelve pilots used the reactive BCI to perform checklists along with an anti-collision radar monitoring task that was supervised by the passive BCI. The latter simulated an automatic avoidance maneuver when it detected that pilots missed an incoming collision. The reactive BCI reached 100% classification accuracy with a mean reaction time of 1.6 s when exclusively performi

SUBMITTER: Dehais F 

PROVIDER: S-EPMC10790872 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature