This is a repo to make inference on a mean-filed model of spiking QIF neurons, using Optimization (DE/PSO), Simulation-based Inference (SBI), Hamiltonian Monte Carlo (HMC), and Neural ODEs.

Code: https://github.com/ins-amu/Inference_MFM/tree/main

Ref: Baldy N, Breyton M, Woodman MM, Jirsa VK, Hashemi M. Inference on the macroscopic dynamics of spiking neurons. Neural Computation. 2024 Sep 17;36(10):2030-72.