Simulating highly diluted neural networks

The asymmetric diluted Hopfield model is studied through numerical simulations and reliable results are obtained even when the network sizes are not exponentially large. The mean final overlap, the mean convergence time and a quantity that gives information on the relative importance of spurious states are measured as a function of the load capacity alpha .