Bayesian fMRI data analysis with sparse spatial basis function priors.
Guillaume FlandinWilliam D. PennyPublished in: NeuroImage (2007)
Keyphrases
- basis functions
- data analysis
- spatial data
- linear combination
- radial basis function
- sparse bayesian learning
- bayesian framework
- prior distribution
- functional magnetic resonance imaging
- spatial information
- machine learning
- bayesian approaches
- bayesian models
- posterior distribution
- state space
- data mining
- high dimensional
- spatio temporal
- bayesian networks
- sparse representation
- posterior probability
- human brain
- bayesian inference
- feed forward neural networks
- prior probabilities
- relevance vector machine
- small number
- search algorithm
- factored mdps
- dynamic programming
- spatial patterns
- activation function
- gaussian processes
- cluster analysis