  We determine limiting equations for large asymmetric `spin glass' networks.
The initial conditions are not assumed to be independent of the disordered
connectivity: one of the main motivations for this is that allows one to
understand how the structure of the limiting equations depends on the energy
landscape of the random connectivity. The method is to determine the
convergence of the double empirical measure (this yields population density
equations for the joint distribution of the spins and fields). The limiting
dynamics is expressed in terms of a fixed point operator. It is proved that
repeated applications of this operator must converge to the limiting dynamics
(thus yielding a relatively efficient means of numerically simulating the
limiting equations,
