Classification of Overt and Covert Speech for Near-Infrared Spectroscopy-Based Brain Computer Interface.
Ernest Nlandu KamavuakoUsman Ayub SheikhSyed Omer GilaniMohsin JamilImran Khan NiaziPublished in: Sensors (2018)
Keyphrases
- automatic classification
- machine learning
- feature selection
- decision trees
- pattern recognition
- motor imagery
- classification accuracy
- supervised learning
- support vector machine svm
- benchmark datasets
- classification systems
- feature extraction
- spectral features
- support vector machine
- model selection
- training samples
- quantitative analysis
- classification models
- classification scheme
- machine learning methods
- neural network
- text to speech
- classification process
- information flow
- preprocessing
- image classification
- support vector
- training set
- feature space