Are fMRI event-related response constant in time? A model selection answer.
Sophie DonnetMarc LavielleJean-Baptiste PolinePublished in: NeuroImage (2006)
Keyphrases
- event related
- model selection
- cross validation
- brain activity
- brain computer interface
- hyperparameters
- sample size
- machine learning
- mixture model
- feature selection
- functional magnetic resonance imaging
- statistical inference
- unsupervised learning
- marginal likelihood
- model selection criteria
- regression model
- selection criterion
- human brain
- independent component analysis
- probability model
- signal processing
- pattern recognition
- face recognition
- bayesian information criterion
- information criterion
- activation detection