Parameter estimation in single-compartment neuron models using a synchronization-based method.
Darrell HauflerF. MorinJ. C. LacailleFrances K. SkinnerPublished in: Neurocomputing (2007)
Keyphrases
- parameter estimation
- statistical models
- model selection
- em algorithm
- maximum likelihood
- random fields
- least squares
- model fitting
- parameters estimation
- parameter estimation algorithm
- statistical model
- generative model
- parameter estimates
- parameter values
- approximate inference
- maximum likelihood estimation
- markov chain monte carlo
- segmentation method
- expectation maximization
- image processing
- posterior distribution
- estimation problems
- gibbs sampling
- prior information
- ls svm
- linear model
- markov random field
- hidden markov models
- prior knowledge
- similarity measure