Neuro-evolutionary approach for optimal selection of EEG channels in motor imagery based BCI application
Oluwagbenga Paul Idowu, Oluwaremilekun Adelopo, Ademola E. Ilesanmi, Xiangxin Li, Oluwarotimi Williams Samuel, Peng Fang, Guanglin Li
Topics & Concepts
Brain–computer interfaceComputer scienceOverfittingMotor imageryParticle swarm optimizationElectroencephalographyArtificial intelligenceGenetic algorithmPattern recognition (psychology)Feature extractionChannel (broadcasting)Machine learningArtificial neural networkPsychiatryComputer networkPsychologyEEG and Brain-Computer InterfacesAdvanced Memory and Neural ComputingNeuroscience and Neural Engineering