Determination of Sleep Stage Separation Ability of Features Extracted from EEG Signals Using Principle Component Analysis.
Cabir VuralMurat YildizPublished in: J. Medical Syst. (2010)
Keyphrases
- eeg signals
- principle component analysis
- extracted features
- linear discriminant classifier
- feature extraction
- brain computer interface
- svm classifier
- feature space
- feature set
- feature vectors
- signal processing
- positive and negative
- independent component analysis
- gabor filters
- image features
- object detection
- dimension reduction
- lower dimensional
- independent components
- high dimensionality
- sleep stage
- image processing