Classification of emotions using EEG activity associated with different areas of the brain.
Rupal AgarwalMarvin AndujarShaun J. CanavanPublished in: Pattern Recognit. Lett. (2022)
Keyphrases
- eeg signals
- brain activity
- eeg data
- brain computer interface
- cortical areas
- pattern recognition
- image classification
- support vector
- motor imagery
- classification accuracy
- brain signals
- machine learning
- epileptic seizures
- feature vectors
- support vector machine
- healthy subjects
- classification models
- classification algorithm
- decision trees
- class labels
- electrical activity
- functional magnetic resonance imaging
- single trial
- classification method
- text classification
- signal processing
- supervised learning
- training set
- feature extraction
- feature selection
- sleep stage
- cognitive tasks
- event related
- human subjects
- pattern classification
- independent component analysis
- support vector machine svm