Feature extraction from the Hermitian manifold for Brain-Computer Interfaces.
Jiachen XuVinay JayaramBernhard SchölkopfMoritz Grosse-WentrupPublished in: NER (2019)
Keyphrases
- brain computer interface
- feature extraction
- manifold learning
- healthy subjects
- appearance based face recognition
- motor imagery
- brain signals
- eeg signals
- feature space
- extracted features
- feature vectors
- spinal cord injury
- signal processing
- preprocessing
- image classification
- computer screen
- dimension reduction
- multimodal interaction
- euclidean space
- pattern classification
- evoked potentials
- dimensionality reduction
- low dimensional
- eeg data
- principal component analysis
- pattern recognition
- motor learning
- feature selection
- high dimensional
- face recognition
- feature set
- singular values
- discriminant analysis
- face images
- wavelet transform
- texture features
- support vector machine svm
- gabor filters
- visuo motor