A novel parameter optimisation technique for compartmental models applied to a model of a striatal medium spiny neuron.
R. WoodKevin N. GurneyC. J. WilsonPublished in: Neurocomputing (2004)
Keyphrases
- probabilistic model
- experimental data
- modeling framework
- statistical model
- classification models
- autoregressive
- neural network
- parameter values
- parameter estimation
- finite state machines
- mathematical model
- statistical models
- linear model
- prediction model
- model construction
- analytical model
- hybrid model
- mathematical models
- goodness of fit
- similarity measure
- associative memory
- computational models
- metamodel
- prior knowledge
- model validation
- theoretical models
- parameter estimates
- objective function
- multiple models
- neural model
- stochastic model
- probability distribution
- graphical models
- em algorithm
- parametric models
- complex systems
- statistical methods
- parameter space