MPEJ Volume 3, No.1, 36pp
Received: September 24, 1996, Accepted: March 18, 1997

V.A. Malyshev, F.M. Spieksma
Dynamics in Binary Neural Networks with a Finite Number of Patterns.
Part 1. General Picture of the Asynchronous Zero Temperature Dynamics.

ABSTRACT:  We rigorously define and study the limiting dynamics for
Pastur-Figotin-Hopfield models of neural networks with N nodes and
p patterns in the (thermodynamic) limit N to infinity, p constant.
We study local and global properties of this limiting dynamics.