The dynamical equation of diluted Hopfield neural networks with self-couplings is calculated by analytical approach.The presented results show that the self-coupling strongly inUuences the dynamical behavior of the network,making the critical loading value ac smaller remarkably and the size of basin of attraction decrease.
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