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A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model

Bufang Yang, Xilin Zhu, Yitian Liu, Hongxing Liu

2021Biomedical Signal Processing and Control88 citationsDOI

Topics & Concepts

Convolutional neural networkHidden Markov modelComputer scienceArtificial intelligencePattern recognition (psychology)ElectroencephalographySleep (system call)Speech recognitionSleep StagesChannel (broadcasting)PolysomnographyPsychologyComputer networkOperating systemPsychiatryEEG and Brain-Computer InterfacesSleep and Wakefulness ResearchSleep and Work-Related Fatigue
A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model | Litcius