LGNet: Learning local–global EEG representations for cognitive workload classification in simulated flights
Yuwen Wang, Mingxiu Han, Yudan Peng, Ruoqi Zhao, Dongqiong Fan, Xia Meng, Hong Xu, Haijun Niu, Jian Cheng, Tao Liu
Topics & Concepts
Computer scienceOverfittingElectroencephalographyArtificial intelligenceWorkloadConvolutional neural networkDeep learningPattern recognition (psychology)Feature learningMachine learningCognitionSpeech recognitionArtificial neural networkPsychiatryBiologyOperating systemNeurosciencePsychologyEEG and Brain-Computer InterfacesHeart Rate Variability and Autonomic ControlNeural and Behavioral Psychology Studies