Constrained linear basis sets for HRF modelling using Variational Bayes.
Mark W. WoolrichTimothy Edward John BehrensStephen M. SmithPublished in: NeuroImage (2004)
Keyphrases
- variational bayes
- general linear model
- hyperparameters
- latent variables
- bayesian inference
- closed form
- bayesian learning
- response function
- latent dirichlet allocation
- free energy
- gaussian mixture model
- posterior distribution
- exponential family
- prior information
- log likelihood
- maximum likelihood
- statistical models
- pattern recognition