Autonomous deep feature extraction based method for epileptic EEG brain seizure classification.
Mitchell D. WoodbrightBrijesh K. VermaAli HaidarPublished in: Neurocomputing (2021)
Keyphrases
- eeg signals
- feature extraction
- classification method
- classification accuracy
- support vector machine svm
- support vector machine
- preprocessing
- eeg data
- feature set
- image classification
- extracted features
- feature space
- pattern classification
- feature vectors
- feature selection
- pattern recognition
- machine learning methods
- dimension reduction
- unsupervised learning
- text classification
- signal processing
- image processing
- brain activity
- classification rate
- classification process
- supervised learning
- knn classifier
- machine learning
- electrical activity
- brain computer interface
- classification scheme
- linear discriminant analysis
- training samples
- training set