Automatic time-step adaptation of the forward Euler method in simulation of models of ion channels and excitable cells and tissue.
Topi KorhonenPasi TaviPublished in: Simul. Model. Pract. Theory (2008)
Keyphrases
- fully automatic
- high accuracy
- significant improvement
- probabilistic model
- statistical model
- multi step
- computational complexity
- preprocessing
- clustering method
- monte carlo simulation
- bayesian framework
- machine learning methods
- semi automatic
- mathematical model
- model selection
- cost function
- prior knowledge
- pairwise
- decision trees
- recurrent neural networks
- simulation model
- parametric models
- similarity measure