Hodgkin-Huxley type modelling and parameter estimation of GnRH neurons.
Dávid CsercsikImre FarkasGábor SzederkényiErik HrabovszkyZsolt LipositsKatalin M. HangosPublished in: Biosyst. (2010)
Keyphrases
- parameter estimation
- hodgkin huxley
- maximum likelihood
- least squares
- parameter estimation algorithm
- markov random field
- model selection
- em algorithm
- parameter values
- random fields
- statistical models
- model fitting
- neural network
- parameters estimation
- approximate inference
- expectation maximization
- posterior distribution
- maximum likelihood estimation
- structure learning
- estimation problems
- natural images
- high dimensional
- gibbs sampling
- parameter estimates
- feature selection
- machine learning