Multi-Filters Common Spatial Pattern with NSGA-II-Based Feature Selection in Brain-Computer Interface.
Ping TanSiyao MoWei-ping SaPublished in: BCI (2021)
Keyphrases
- brain computer interface
- nsga ii
- spatial patterns
- feature selection
- multi objective
- multi objective optimization
- evolutionary algorithm
- test problems
- multiobjective optimization
- motor imagery
- multiobjective evolutionary algorithm
- pareto optimal
- optimization algorithm
- optimization problems
- evolutionary multiobjective
- evolutionary multiobjective optimization
- multi objective evolutionary algorithms
- signal processing
- multi objective differential evolution
- event related
- bi objective
- differential evolution
- knapsack problem
- fitness function
- spatio temporal
- eeg signals
- evoked potentials
- optimal solution
- genetic algorithm
- event related potentials
- eeg data
- machine learning
- benchmark problems
- constrained multi objective optimization problems
- brain signals
- feature set
- objective function
- feature space
- computer vision
- classification accuracy
- learning algorithm
- neural network
- image sequences
- lower bound
- genetic programming