Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir.
Marc-Antoine MoinnereauThomas BrienneSimon BrodeurJean RouatKevin WhittingstallEric PlourdePublished in: CoRR (2018)
Keyphrases
- eeg signals
- recurrent neural networks
- signal processing
- brain computer interface
- reservoir computing
- brain activity
- evoked potentials
- motor imagery
- complex valued
- classification accuracy
- neural network
- feed forward
- kernel density estimators
- pattern recognition
- decision trees
- eeg data
- machine learning
- extracted features
- image classification
- support vector machine
- healthy subjects
- feature vectors
- training set
- echo state networks
- electrical activity
- linear discriminant classifier
- neural model
- pattern classification
- decision rules
- svm classifier
- information processing
- image features
- support vector
- training data