Computational neuroscience modeling project with reproducible simulations of excitability, adaptation, synchrony, and population-level EEG-like activity.

Pipeline

Codes accompanying the paper "Modelling dysfunction-specific interventions for seizure termination in epilepsy"

Strang splitting scheme for the simulation of N Jansen-and-Rit Neural Mass models

SMC-ABC for network inference, illustrated on N populations of the JRNMMs

Amortized Bayesian inference for EEG neural mass model via SNPE