Classification of Cognitive Ability from Multichannel EEG Signals Using Support Vector Machine.
Nilima SalankarPublished in: IBICA (2021)
Keyphrases
- eeg signals
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- classification algorithm
- pattern recognition
- brain computer interface
- kernel density estimators
- motor imagery
- high classification accuracy
- classification method
- feature selection
- event related potentials
- generalization ability
- pattern classification
- machine learning
- classification accuracy
- feature vectors
- multi class
- eeg data
- text classification
- signal processing
- decision trees
- extracted features
- decision boundary
- training set
- linear discriminant classifier
- electrical activity
- face recognition
- cognitive abilities
- svm classification
- fold cross validation
- knn
- input image
- rough sets
- image classification
- k nearest neighbor