A new approach to eliminating EOG artifacts from the sleep EEG signals for the automatic sleep stage classification.
Mehmet DursunSeral ÖzsenCüneyt YücelbasSule YücelbasGülay TezelSerkan KüççüktürkSebnem YosunkayaPublished in: Neural Comput. Appl. (2017)
Keyphrases
- eeg signals
- sleep stage
- signal processing
- sleep apnea
- kernel density estimators
- brain computer interface
- obstructive sleep apnea
- brain activity
- motor imagery
- fold cross validation
- neural network
- healthy subjects
- linear discriminant classifier
- event related potentials
- electrical activity
- eeg data
- image processing
- computer vision
- brain signals