Role of Self-Coupling in Dynamics of Diluted Hopfield Neural Networks
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Abstract
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 influences the dynamical behavior of the network, making the critical loading value αc smaller remarkably and the size of basin of attraction decrease. -