A Comparative Study on Classification of Working Memory Tasks Using EEG Signals.
Corina CimpanuFlorina UngureanuVasile-Ion MantaTiberius DumitriuPublished in: CSCS (2017)
Keyphrases
- eeg signals
- working memory
- signal processing
- cognitive load
- eeg data
- focus of attention
- kernel density estimators
- motor imagery
- information processing
- brain computer interface
- computational model
- healthy subjects
- machine learning
- extracted features
- real valued
- classification accuracy
- cognitive architecture
- pattern recognition
- image processing
- brain activity
- brain signals
- linear discriminant classifier
- pattern classification
- decision rules
- mobile robot
- training set
- feature extraction
- decision making