Macroscopic dynamics in separable neural networks
Chen Yong, Wang Yinghai, Yang Kongqing · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001
Parallel dynamics of neural networks with separable coupling is given starting from Coolen-Sherrington theory. Away from saturation, it is shown that this parallel retrieve dynamics is equivalent to the sequential dynamics for finite temperature. But the finite-size effects were found to be governed by a homogeneous Markov process, not by a time-dependent Ornstein-Uhlenbeck process in sequential dynamics.