Classification of EEG signals using hybrid combination of features for lie detection.
Navjot SainiSaurabh BhardwajRavinder AgarwalPublished in: Neural Comput. Appl. (2020)
Keyphrases
- eeg signals
- extracted features
- event related potentials
- signal processing
- feature extraction
- epileptic seizures
- feature set
- brain computer interface
- feature vectors
- healthy subjects
- classification accuracy
- feature space
- motor imagery
- false positives
- classification models
- linear discriminant classifier
- eeg data
- pattern classification
- classification process
- feature extraction and classification
- svm classifier
- machine learning
- discriminative classifiers
- brain activity
- feature selection
- neural network
- gabor filters
- classification method
- features extraction
- non stationary
- support vector machine svm
- image classification
- object detection
- support vector machine
- electrical activity
- classification decisions
- mammogram images
- support vector
- brain signals