Multi-level cognitive state classification of learners using complex brain networks and interpretable machine learning
Xiuling He, Yue Li, Xiong Xiao, Y. Li, Jing Fang, Yingting Li, Jing Fang, Renlai Zhou
Topics & Concepts
ElectroencephalographyBrain activity and meditationCognitionComputer scienceSupport vector machineElementary cognitive taskArtificial intelligenceRandom forestResting state fMRICognitive psychologyMachine learningPsychologyNeuroscienceEEG and Brain-Computer InterfacesNeuroscience, Education and Cognitive FunctionNeural and Behavioral Psychology Studies