Experiments on Classification of Electroencephalography (EEG) Signals in Imagination of Direction using Stacked Autoencoder.
Kenta TomonagaTakuya HayakawaJun KobayashiPublished in: J. Robotics Netw. Artif. Life (2017)
Keyphrases
- eeg signals
- eeg data
- signal processing
- brain computer interface
- motor imagery
- healthy subjects
- electrical activity
- brain activity
- extracted features
- computer vision
- neural network
- independent component analysis
- regression method
- pattern recognition
- image processing
- brain signals
- speech recognition
- probability distribution
- fold cross validation
- feature extraction
- face recognition
- spectral features
- event related potentials
- kernel density estimators