Feature Selection of Motor Imagery EEG Signals Using Firefly Temporal Difference Q-Learning and Support Vector Machine.
Saugat BhattacharyyaPratyusha RakshitAmit KonarD. N. TibarewalaRamadoss JanarthananPublished in: SEMCCO (2) (2013)
Keyphrases
- motor imagery
- temporal difference
- eeg signals
- feature selection
- support vector machine
- td learning
- function approximation
- reinforcement learning
- reinforcement learning algorithms
- model free
- action selection
- temporal difference learning
- radial basis function
- brain computer interface
- temporal difference methods
- evaluation function
- support vector
- policy iteration
- monte carlo
- signal processing
- support vector machine svm
- function approximators
- linear discriminant classifier
- svm classifier
- feature space
- machine learning
- text classification
- actor critic
- policy evaluation
- feature extraction
- healthy subjects
- kernel methods
- kernel function
- k nearest neighbor
- brain activity
- classification accuracy
- step size
- state space
- feature set
- text categorization
- data sets
- feature vectors
- training set
- knn
- supervised learning
- training data
- data mining