Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures.
Stephen FaulGregor GregorcicGeraldine B. BoylanWilliam P. MarnaneGordon LightbodySean ConnollyPublished in: IEEE Trans. Biomed. Eng. (2007)
Keyphrases
- gaussian process
- video recordings
- epileptic seizures
- gaussian processes
- gaussian process models
- regression model
- gaussian process regression
- approximate inference
- gaussian process classification
- dynamical models
- bayesian framework
- hyperparameters
- dynamical model
- model selection
- semi supervised
- video data
- latent variables
- eeg signals
- covariance function
- expectation propagation
- decision trees
- prior information
- brain computer interface
- cross validation
- training data
- sparse approximations