Parameter estimation in a model for multidimensional recording of neuronal data: a Gibbsian approximation approach.
L. M. Ould Mohamed AbdallahiCamilo La RotaMaryse BéguinOlivier FrançoisPublished in: Biol. Cybern. (2003)
Keyphrases
- parameter estimation
- parameter estimates
- parameter values
- em algorithm
- random fields
- experimental data
- model fitting
- maximum likelihood
- expectation maximization
- least squares
- model selection
- image processing
- probabilistic model
- markov random field
- state space
- background knowledge
- image data
- statistical models
- parameter estimation algorithm
- random variables
- gibbs sampling
- maximum likelihood estimation
- closed form
- statistical model
- probability distribution
- prior knowledge