Sleep stages classification from EEG signal based on Stockwell transform.
Peyman GhasemzadehHashem KalbkhaniMahrokh G. ShayestehPublished in: IET Signal Process. (2019)
Keyphrases
- eeg signals
- signal processing
- obstructive sleep apnea
- motor imagery
- brain computer interface
- eeg data
- pattern recognition
- classification accuracy
- kernel density estimators
- support vector
- image classification
- sleep stage
- healthy subjects
- pattern classification
- linear discriminant classifier
- classification scheme
- extracted features
- automatic classification
- regression method
- classification models
- classification algorithm
- multistage
- svm classifier
- supervised learning
- multi class
- multiresolution