NF-EEG: A generalized CNN model for multi class EEG motor imagery classification without signal preprocessing for brain computer interfaces.
Emre AriErtugrul TaçginPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- motor imagery
- brain computer interface
- eeg signals
- multi class
- eeg data
- signal processing
- spinal cord injury
- healthy subjects
- support vector machine
- probabilistic model
- single trial
- brain activity
- binary classifiers
- machine learning
- multi class classifier
- brain signals
- error correcting output codes
- image processing
- multiple classes
- spectral features
- binary classification problems
- class probabilities
- multi class classification
- binary classification
- classification accuracy