SingleChannelNet: A model for automatic sleep stage classification with raw single-channel EEG
Dongdong Zhou, Jian Wang, Guoqiang Hu, Jiacheng Zhang, Fan Li, Rui Yan, Lauri Kettunen, Zheng Chang, Qi Xu, Fengyu Cong
Topics & Concepts
Computer scienceSleep StagesElectroencephalographyArtificial intelligenceSleep (system call)Convolutional neural networkPolysomnographyChannel (broadcasting)Pattern recognition (psychology)Feature (linguistics)PoolingTask (project management)Machine learningPsychologyManagementOperating systemEconomicsLinguisticsComputer networkPhilosophyPsychiatryEEG and Brain-Computer InterfacesObstructive Sleep Apnea ResearchSleep and Wakefulness Research