Automatic EEG channel selection for multiclass brain-computer interface classification using multiobjective improved firefly algorithm.
Anurag TiwariAmrita ChaturvediPublished in: Multim. Tools Appl. (2023)
Keyphrases
- multi class
- brain computer interface
- motor imagery
- eeg signals
- multiclass classification
- multi objective
- eeg data
- single trial
- cost sensitive classification
- multi class classification
- binary classifiers
- cost sensitive
- multiclass support vector machines
- support vector machine
- multiclass problems
- multiple classes
- signal processing
- event related
- firefly algorithm
- binary classification problems
- event related potentials
- pairwise
- feature selection
- healthy subjects
- error correcting output codes
- pattern recognition
- brain activity
- evoked potentials
- binary classification
- active learning
- machine learning
- spatial filters
- feature vectors
- optimization algorithm
- training samples
- evolutionary algorithm
- feature extraction
- neural network
- convergence speed
- differential evolution
- image classification
- simulated annealing
- classification accuracy
- particle swarm
- objective function
- brain signals
- training data