Automatic sleep stage classification: A light and efficient deep neural network model based on time, frequency and fractional Fourier transform domain features
Yuyang You, Xuyang Zhong, Guozheng Liu, Zhihong Yang
Topics & Concepts
Computer scienceArtificial intelligenceSleep (system call)Sleep StagesFractional Fourier transformElectroencephalographyFourier transformFrequency domainPattern recognition (psychology)Artificial neural networkChannel (broadcasting)Stage (stratigraphy)Deep learningDomain (mathematical analysis)Short-time Fourier transformTime domainTime–frequency analysisSpeech recognitionFourier analysisPolysomnographyMathematicsComputer visionTelecommunicationsMedicineBiologyPaleontologyMathematical analysisFilter (signal processing)Operating systemPsychiatryEEG and Brain-Computer InterfacesBlind Source Separation TechniquesNeural dynamics and brain function