An automatic method using MFCC features for sleep stage classification - Pei, Wei; Li, Yan; Wen, Peng; Yang, Fuwen; Ji, Xiaopeng (Brain informatics, 2024)
Keywords: Analysis; Artificial Intelligence; Artificial neural networks; Classification; Cognitive Psychology; Computation by Abstract Devices; Computational linguistics; Computer Science; Convolutional neural network; Data transmission; Datasets; Electrocardiogram; Electrocardiography; Electroencephalography; Frequency domain analysis; Health Informatics; Language processing; Long short-term memory; Machine learning; Mel-frequency cepstral coefficients; Methods; Natural language interfaces; Neural networks; Neurosciences; Sleep; Sleep apnea syndromes; Sleep stages; Australia; Sleep stages; Long short-term memory; Mel-frequency cepstral coefficients; Convolutional neural network