Automatic sleep stage classification using time–frequency images of CWT and transfer learning using convolution neural network
Pankaj Jadhav, Gaurav Rajguru, Debabrata Datta, Siddhartha Mukhopadhyay
Topics & Concepts
Computer scienceArtificial intelligencePattern recognition (psychology)ElectroencephalographyConvolution (computer science)Feature extractionContinuous wavelet transformChannel (broadcasting)SIGNAL (programming language)Transfer of learningConvolutional neural networkDeep learningArtificial neural networkSleep StagesTime–frequency analysisFeature (linguistics)WaveletSpeech recognitionWavelet transformComputer visionPolysomnographyDiscrete wavelet transformTelecommunicationsPsychiatryLinguisticsFilter (signal processing)Programming languagePsychologyPhilosophyEEG and Brain-Computer InterfacesBlind Source Separation TechniquesECG Monitoring and Analysis