Parameter estimation for a leaky integrate-and-fire neuronal model from ISI data.
Paul MullowneySatish IyengarPublished in: J. Comput. Neurosci. (2008)
Keyphrases
- parameter estimation
- parameter estimates
- em algorithm
- experimental data
- maximum likelihood
- probability distribution
- parameter values
- model selection
- maximum likelihood estimation
- statistical models
- parameter estimation algorithm
- least squares
- statistical model
- model fitting
- prior knowledge
- random fields
- probabilistic model
- gibbs sampling
- machine learning
- image data
- parameters estimation
- expectation maximization
- network structure
- maximum entropy
- approximate inference
- similarity measure
- image sequences