Mental arithmetic task classification with convolutional neural network based on spectral-temporal features from EEG.
Zaineb AjraBinbin XuGérard DrayJacky MontmainStéphane PerreyPublished in: EMBC (2022)
Keyphrases
- spectral features
- eeg signals
- classification accuracy
- image classification
- machine learning
- decision trees
- eeg data
- classification systems
- classification scheme
- support vector machine svm
- benchmark datasets
- motor imagery
- neural network
- feature extraction
- pattern classification
- support vector
- feature space
- text classification
- signal processing
- feature selection
- support vector machine
- class labels
- classification algorithm
- classification models
- training set
- spectral analysis
- pattern recognition
- sleep stage
- hyperspectral images
- mental states
- brain computer interface
- automatic classification
- infrared
- machine learning algorithms
- training samples