Exponential rate of convergence of an infinite neuron model with local connections

We investigate the dynamics of an infinite neural network in the case of local inhibitory connections and analyse their large-time limit behaviour. We show that for a certain set of parameters the net is ergodic, and that the convergence to the invariant measure is exponentially fast.