A Minimax Mutual Information Scheme for Supervised Feature Extraction and Its Application to EEG-Based Brain-Computer Interfacing.
Farid OveisiAbbas ErfanianPublished in: EURASIP J. Adv. Signal Process. (2008)
Keyphrases
- mutual information
- feature extraction
- feature selection
- brain computer interface
- eeg signals
- event related
- brain activity
- eeg data
- deformation field
- similarity measure
- image registration
- electrical activity
- information theoretic
- preprocessing
- functional connectivity
- event related potentials
- learning algorithm
- medical image registration
- image classification
- face recognition
- texture features
- brain signals
- information gain
- human brain
- evaluation function
- support vector machine svm
- extracted features
- frequency domain
- dimensionality reduction
- worst case
- data analysis
- image processing
- conditional mutual information
- discriminant projection
- computer vision