Multi-class Classification of Motor Imagery EEG Signals Using Deep Learning Models.
Rafik KhemakhemSana BelgacemAmira EchtiouiMohamed GhorbelAhmed Ben HamidaInès KammounPublished in: SN Comput. Sci. (2024)
Keyphrases
- learning models
- multi class classification
- motor imagery
- eeg signals
- multi task learning
- multi class
- brain computer interface
- loss function
- binary classification
- learning problems
- machine learning
- learning tasks
- signal processing
- support vector
- semi supervised learning
- learning algorithm
- machine learning algorithms
- classification models
- healthy subjects
- pairwise
- brain activity
- conditional random fields
- semi supervised
- extracted features
- support vector machine
- computer vision
- feature extraction
- eeg data
- kernel methods
- data mining