Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation
Zhengling He, Lidong Du, Peng Wang, Pan Xia, Zhe Liu, Yuanlin Song, Xianxiang Chen, Zhen Fang
Topics & Concepts
Computer scienceArtificial intelligenceElectroencephalographySleep (system call)Feature (linguistics)Sleep StagesCross-validationPattern recognition (psychology)Artificial neural networkChannel (broadcasting)Transfer of learningMachine learningPolysomnographyPsychologyPhilosophyLinguisticsPsychiatryComputer networkOperating systemEEG and Brain-Computer InterfacesNeonatal and fetal brain pathologyGaze Tracking and Assistive Technology