GENERAL METHODS OF CONSTRUCTION OF HOPFIELD NEURAL NETWORKS

Xuan Liu, Ru-Chun Dai · 1996

In this paper, we discusses the concept representation with limit cycles in the discrete recurrent Hopfield Networks. We also consider the construction of a Hopfield Network with linear programming and genetic algorithms by solving inequality systems, under constraints of fixed points, limit cycles and iteration sequences, and thus solve the problem of dilution of connections. Finally, some examples are given.

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