Maximum likelihood parameter estimation in a stochastic resonate-and-fire neuronal model.
Jun ChenJose SuarezPeter MolnarAman BehalPublished in: ICCABS (2011)
Keyphrases
- parameter estimation
- maximum likelihood
- em algorithm
- statistical models
- parameter values
- model fitting
- markov random field
- expectation maximization
- maximum likelihood estimation
- random fields
- likelihood function
- parameters estimation
- model selection
- least squares
- gibbs sampling
- estimation problems
- structure learning
- maximum likelihood estimates
- closed form
- synthetic aperture radar
- approximate inference
- parameter space
- image processing
- experimental data
- statistical model
- higher order
- probabilistic model
- image segmentation