Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance.
Roman RosipalMark A. GirolamiLeonard J. TrejoPublished in: ANNIMAB (2000)
Keyphrases
- kernel pca
- signal detection
- feature extraction
- kernel principal component analysis
- principal component analysis
- event related potentials
- face recognition
- dimensionality reduction
- kernel methods
- feature space
- spectral clustering
- preprocessing
- linear discriminant analysis
- feature vectors
- input space
- brain computer interface
- pattern classification
- discriminant analysis
- principal components
- kernel matrix
- support vector machine svm
- low signal to noise ratio
- pattern recognition
- high dimensional
- texture analysis
- eeg signals
- component analysis
- event related