Model assessment Model diagnostic plots, visual predictive checks and sampling importance resampling (SIR) methods were used to evaluate the goodness of fit, model estimation ability and stability.

A Bayesian particle Gibbs framework enables unbiased spike time inference with millisecond resolution and jointly estimates uncertainties in both spike timing and model parameters from fast calcium ...