Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory.
Lang ZhangFuyuan XiaoZehong CaoPublished in: Inf. Sci. (2023)
Keyphrases
- eeg signals
- multi channel
- evidence theory
- signal processing
- brain computer interface
- motor imagery
- single channel
- kernel density estimators
- pattern recognition
- eeg data
- brain activity
- extracted features
- linear discriminant classifier
- healthy subjects
- feature selection
- evaluation model
- feature vectors
- computer vision
- decision rules
- support vector machine svm
- classification accuracy
- control system
- image processing
- brain signals
- decision making