Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders.
Deger AyataYusuf YaslanMustafa E. KamasakPublished in: SIU (2017)
Keyphrases
- eeg signals
- multi channel
- brain activity
- eeg data
- single channel
- brain computer interface
- signal processing
- electrical activity
- motor imagery
- event related potentials
- kernel density estimators
- brain signals
- linear discriminant classifier
- emotional state
- denoising
- deep learning
- unsupervised feature learning
- machine learning
- pattern classification
- higher order