Classification of epileptic EEG recordings using signal transforms and convolutional neural networks.
Rubén San-Segundo-HernándezManuel Gil-MartínLuis Fernando D'Haro-EnríquezJosé Manuel PardoPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- eeg signals
- epileptic seizures
- eeg data
- convolutional neural networks
- signal processing
- motor imagery
- pattern recognition
- classification accuracy
- single channel
- support vector machine svm
- brain activity
- machine learning
- heart rate variability
- frequency domain
- brain computer interface
- pattern classification
- text classification
- support vector machine
- extracted features
- human brain
- classification method
- image classification
- spectral features
- supervised learning
- feature vectors
- feature extraction