Rigorous justification of the Fokker-Planck equations of neural networks based on an iteration perspective

Jian-guo Liu, Ziheng Wang, Yuan Zhang +1

In this work, the primary goal is to establish rigorous connection between the Fokker-Planck equation of neural networks with its microscopic model: the diffusion-jump stochastic p…