Parameter estimation in Hodgkin-Huxley model with adaptive method.
Jianbing SunBin DengXile WeiChenhui JiaJiang WangJia ZhaoPublished in: BMEI (2011)
Keyphrases
- parameter estimation
- em algorithm
- parameters estimation
- model fitting
- maximum likelihood estimation
- statistical model
- random fields
- statistical models
- least squares
- maximum likelihood
- parameter values
- gibbs sampling
- probabilistic model
- model selection
- markov random field
- parameter estimation algorithm
- parameter estimates
- prior knowledge
- energy function
- experimental data
- posterior distribution
- linear model
- linear models
- similarity measure
- expectation maximization
- parameter space
- markov chain monte carlo
- parameter learning
- hidden markov models
- estimation problems
- pairwise
- computer vision
- metropolis hastings algorithm