Classification of EEG Signals Based on Pattern Recognition Approach.
Hafeez Ullah AminWajid MumtazAhmad Rauf SubhaniMohamad Naufal Mohamad SaadAamir Saeed MalikPublished in: Frontiers Comput. Neurosci. (2017)
Keyphrases
- eeg signals
- pattern recognition
- signal processing
- motor imagery
- pattern classification
- support vector machine svm
- brain computer interface
- image processing
- brain activity
- machine learning
- pattern recognition problems
- eeg data
- image analysis
- neural network
- feature extraction
- feature selection
- classification accuracy
- supervised learning
- computer vision
- healthy subjects
- regression method
- fold cross validation
- kernel density estimators
- pattern analysis
- classification method
- decision rules
- text classification
- image classification
- rough sets
- multiresolution
- feature vectors
- similarity measure