Neurological Classifier Committee Based on Artificial Neural Networks and Support Vector Machine for Single-Trial EEG Signal Decoding.
Konstantin M. SonkinLev StankevichYulia KhomenkoZhanna V. NagornovaNatalia V. ShemyakinaAlexandra KovalDmitry PeretsPublished in: ISNN (2016)
Keyphrases
- support vector machine
- eeg signals
- artificial neural networks
- single trial
- brain computer interface
- healthy subjects
- svm classifier
- eeg data
- event related potentials
- support vector
- training data
- feature selection
- training set
- decision boundary
- extracted features
- spatial filters
- signal processing
- feature vectors
- neural network
- machine learning
- feature space
- active learning
- brain activity
- feature set
- event related
- hand movements
- multiresolution
- similarity measure