Developing networks of neuron-like elements with acyclic activity and exponential decay time

A class of networks is built of formal neurons which operate autonomously in an acyclic fashion, the decay time being exponential with the number of neurons. This approach leads to a class of networks with autonomous acyclic activity and an exponential cycle length which solves the problem of the neuron clock.