Parameter estimation of neuron models using in-vitro and in-vivo electrophysiological data.
Eoin P. LynchConor J. HoughtonPublished in: Frontiers Neuroinformatics (2014)
Keyphrases
- parameter estimation
- statistical models
- parameter estimates
- maximum likelihood
- random fields
- model selection
- least squares
- markov random field
- experimental data
- parameter estimation algorithm
- prior knowledge
- statistical model
- accurate models
- parameter values
- em algorithm
- expectation maximization
- conditional random fields
- image data
- parameters estimation
- probabilistic model