Feature extraction for multi-class BCI using EEG coherence.
Rocio Salazar-VarasDavid GutiérrezPublished in: NER (2015)
Keyphrases
- multi class
- brain computer interface
- feature extraction
- motor imagery
- brain signals
- healthy subjects
- feature selection
- extracted features
- single trial
- signal processing
- eeg signals
- eeg data
- evoked potentials
- support vector machine
- event related potentials
- object detection
- binary classification
- event related
- multi class classification
- spinal cord injury
- multiple classes
- pairwise
- feature vectors
- principal component analysis
- image processing
- face recognition
- multi task
- cost sensitive
- dimensionality reduction
- feature set
- error correcting output codes
- multi class boosting
- brain wave
- independent component analysis
- binary classifiers
- active learning
- data sets
- support vector
- image classification
- binary classification problems
- multi class classifier
- classification accuracy