Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks.
Seong-Eun MoonChun-Jui ChenCho-Jui HsiehJane-Ling WangJong-Seok LeePublished in: CoRR (2021)
Keyphrases
- eeg signals
- feature vectors
- classification accuracy
- convolutional neural networks
- feature set
- feature extraction
- classification method
- classification models
- feature space
- classification process
- spectral features
- svm classifier
- extracting features
- extracted features
- feature analysis
- class labels
- pattern recognition
- feature values
- benchmark datasets
- support vector machine
- feature subset
- feature selection
- decision trees
- eeg data
- feature representation
- classification algorithm
- signal processing
- supervised learning
- high dimensionality
- support vector machine svm
- discriminative features
- text classification
- feature reduction
- healthy subjects
- semi supervised
- physiological signals
- motor imagery
- support vector
- convolutional network