Improving classification performance of hybrid EEG-fNIRS BCI system by channel optimization.
Adil SaeedNoman NaseerHina JabbarPublished in: PETRA (2020)
Keyphrases
- motor imagery
- brain computer interface
- single trial
- eeg data
- eeg signals
- signal processing
- pattern recognition
- support vector
- machine learning
- decision trees
- support vector machine
- classification accuracy
- event related potentials
- hand movements
- spatial filters
- sleep stage
- optimization algorithm
- classification scheme
- automatic classification
- pattern classification
- global optimization
- benchmark datasets
- support vector machine svm
- text classification
- optimization problems
- decision rules
- feature vectors
- multi objective
- neural network
- feature selection
- feature extraction
- feature space
- training set
- evolutionary algorithm
- brain activity
- data sets
- classification method
- classification algorithm