A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals.
Afshin ShoeibiNavid GhassemiRoohallah AlizadehsaniModjtaba RouhaniHossein Hosseini-NejadAbbas KhosraviMaryam PanahiazarSaeid NahavandiPublished in: Expert Syst. Appl. (2021)
Keyphrases
- epileptic seizures
- eeg signals
- signal processing
- brain activity
- event related potentials
- extracted features
- feature extraction
- brain computer interface
- false positives
- kernel density estimators
- electrical activity
- classification accuracy
- image analysis
- decision trees
- denoising
- semi supervised
- image features
- motor imagery
- image processing