Evaluation of Real-Time Endogenous Brain-Computer Interface Developed Using Ear-Electroencephalography.

ABSTRACT: While previous studies have demonstrated the feasibility of using ear-electroencephalography (ear-EEG) for the development of brain-computer interfaces (BCIs), most of them have been performed using exogenous paradigms in offline environments. To verify the reliable feasibility of constructing ear-EEG-based BCIs, the feasibility of using ear-EEG should be further demonstrated using another BCI paradigm, namely the endogenous paradigm, in real-time online environments. Exogenous and endogenous BCIs are to use the EEG evoked by external stimuli and induced by self-modulation, respectively. In this study, we investigated whether an endogenous ear-EEG-based BCI with reasonable performance can be implemented in online environments that mimic real-world scenarios. To this end, we used three diff

SUBMITTER: Choi SI 

PROVIDER: S-EPMC8987155 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature