We consider periodic solutions of a system of difference equations
with delay arising from a discrete neural network. We show that such a small
network possesses a huge amount of stable periodic orbits with large domains
of attraction if the delay is large, and thus the network has the potential large
capacity for associative memory and for temporally periodic pattern recognition.