Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification.
Nik Khadijah Nik AznanAmir Atapour AbarghoueiStephen BonnerJason D. ConnollyNoura Al MoubayedToby P. BreckonPublished in: IJCNN (2019)
Keyphrases
- eeg data
- generative model
- brain computer interface
- brain signals
- independent component analysis
- eeg signals
- probabilistic model
- discriminative learning
- spectral features
- single trial
- signal processing
- blind source separation
- em algorithm
- prior knowledge
- brain activity
- neural network
- discriminative models
- machine learning
- semi supervised
- discriminative methods
- feature selection