Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials.
Hiroshi HigashiTomasz M. RutkowskiToshihisa TanakaYuichi TanakaPublished in: IEEE J. Sel. Top. Signal Process. (2016)
Keyphrases
- discriminant analysis
- single trial
- discriminant subspace
- principal component analysis
- feature extraction
- spatial filters
- event related potentials
- brain computer interface
- active learning
- linear discriminant analysis
- subspace learning
- hand movements
- eeg data
- feature space
- event related
- healthy subjects
- dimensionality reduction
- face recognition
- scatter matrices
- eeg signals
- classification accuracy
- factor analysis
- independent component analysis
- pattern recognition
- decision trees
- low dimensional
- feature vectors
- higher order tensors
- feature selection
- high dimensional
- machine learning
- high dimensional data
- feature set
- support vector machine