EEG-Based Familiar and Unfamiliar Face Classification Using Differential Entropy Feature.
Guoyang LiuDi ZhangLan TianWeidong ZhouPublished in: ICHMS (2021)
Keyphrases
- feature vectors
- eeg signals
- classification accuracy
- automatic classification
- feature extraction
- feature set
- image classification
- feature space
- feature analysis
- classification method
- face images
- pattern recognition
- classification models
- information theoretic
- classification scheme
- feature representation
- classification algorithm
- machine learning
- svm classifier
- feature weights
- support vector machine svm
- training samples
- signal processing
- motor imagery
- gender recognition
- support vector machine
- training set
- support vector
- eeg data
- redundant features
- data sets
- single trial
- feature ranking
- discriminative features
- feature values
- decision rules
- machine learning algorithms
- mutual information
- principal component analysis
- supervised learning
- preprocessing