Mutual Information and Parameter Estimation in the Generalized Inverse Gaussian Diffusion Model of Cortical Neurons.
Mustafa SungkarToby BergerWilliam B. LevyPublished in: IEEE Trans. Mol. Biol. Multi Scale Commun. (2016)
Keyphrases
- parameter estimation
- diffusion model
- mutual information
- maximum likelihood
- markov fields
- receptive fields
- visual cortex
- model selection
- markov random field
- least squares
- anisotropic diffusion
- em algorithm
- feature selection
- information diffusion
- image registration
- orientation selective
- random fields
- diffusion process
- similarity measure
- parameter estimation algorithm
- expectation maximization
- diffusion tensor
- natural images
- markov chain
- higher order
- multiresolution
- pairwise
- machine learning