Mental arithmetic task classification with convolutional neural network based on spectral-temporal features from EEG.
Zaineb AjraBinbin XuGérard DrayJacky MontmainStéphane PerreyPublished in: CoRR (2022)
Keyphrases
- spectral features
- automatic classification
- classification accuracy
- neural network
- pattern recognition
- feature vectors
- eeg signals
- feature space
- motor imagery
- brain computer interface
- eeg data
- image classification
- machine learning
- single trial
- machine learning algorithms
- signal processing
- preprocessing
- feature selection
- benchmark datasets
- classification algorithm
- machine learning methods
- training samples
- classification scheme
- unsupervised learning
- classification systems
- hyperspectral images
- supervised learning
- support vector
- sleep stage