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Matematika  2007 

Flatness of the Energy Landscape for Horn Clauses

Keywords: Little-Hopfield neural networks , Horn clauses , energy landscape , ruggedness.

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Abstract:

The Little-Hopfield neural network programmed with Horn clauses is studied. We argue that the energy landscape of the system, corresponding to the inconsistency function for logical interpretations of the sets of Horn clauses, has minimal ruggedness. This is supported by computer simulations.

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