Classification of Epileptic EEG Signals Using Synchrosqueezing Transform and Machine Learning.
Ozlem Karabiber CuraAydin AkanPublished in: Int. J. Neural Syst. (2021)
Keyphrases
- eeg signals
- machine learning
- signal processing
- eeg data
- motor imagery
- brain computer interface
- healthy subjects
- brain activity
- pattern recognition
- fold cross validation
- text classification
- active learning
- kernel density estimators
- event related potentials
- extracted features
- machine learning algorithms
- classification accuracy
- independent component analysis
- model selection
- image features
- image analysis
- training data
- decision trees
- electrical activity
- image processing
- neural network