Comparison of subject-independent and subject-specific EEG-based BCI using LDA and SVM classifiers.
Eliana M. dos SantosRodrigo San-MartinFrancisco J. FragaPublished in: Medical Biol. Eng. Comput. (2023)
Keyphrases
- svm classifier
- subject specific
- brain computer interface
- motor imagery
- support vector machine
- signal processing
- support vector
- support vector machine svm
- image classification
- healthy subjects
- feature vectors
- brain signals
- eeg data
- single trial
- feature extraction
- spinal cord injury
- evoked potentials
- event related potentials
- face recognition
- principal component analysis
- pattern recognition
- kernel function
- eeg signals
- human computer interaction
- pre operative
- brain activity
- semi supervised
- knn
- active learning
- training set
- image processing
- learning algorithm