A novel precisely designed compact convolutional EEG classifier for motor imagery classification.
Muhammad Ahmed AbbasiHafza Faiza AbbasiMuhammad Zulkifal AzizWaseem HaiderZeming FanXiaojun YuPublished in: Signal Image Video Process. (2024)
Keyphrases
- motor imagery
- eeg signals
- brain computer interface
- eeg data
- classification process
- decision trees
- support vector
- classification method
- feature space
- classification scheme
- classification algorithm
- support vector machine
- feature selection
- class labels
- signal processing
- feature set
- classification accuracy
- training set
- training data
- online training
- classification rate
- pattern recognition
- learning algorithm
- spinal cord injury
- image classification
- principal component analysis
- multi class
- feature vectors
- healthy subjects