Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals.
Pega ZarjamJulien EppsFang ChenNigel H. LovellPublished in: ICONIP (2) (2012)
Keyphrases
- eeg signals
- working memory
- extracted features
- feature extraction
- motor imagery
- signal processing
- healthy subjects
- feature set
- feature vectors
- classification accuracy
- eeg data
- brain activity
- pattern classification
- brain computer interface
- pattern recognition
- machine learning
- information processing
- kernel density estimators
- linear discriminant classifier
- short term memory
- cognitive load
- cognitive architecture
- svm classifier
- feature space
- image processing
- gabor filters
- positive and negative
- high dimensional
- learning environment
- feature selection
- data mining