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Polygonal inequalities as a key to neuronic equations
Authors:E R Caianiello  G Simoncelli
Institution:(1) Scuola di Perfezionamento in Scienze di Cibernetiche e Fisiche-Università di Salerno, Salerno, Italy;(2) Istituto di Fisica-Accademia Aeronautica, Napoli, Italy;(3) Facolta di Scienze Mathematiche Fisiche e Naturali, Università di Salerno, I-84100 Salerno, Italy
Abstract:ldquoNeuronicrdquo or ldquodecision equationsrdquo, first proposed as a mathematical model of neural activity, have shown, after their exact, compact solution was found, typical behaviours that make them natural tools for General Systems studies. It is shown here that their mathematical investigation is remarkably furthered by generalizing the ldquotriangular inequalityrdquo to ldquopolygonalrdquo ones. These permit the immediate computation of the tensorial expansion of linearly separable boolean functions, and exhibit clearly the connection between their ldquocontinuousrdquo and ldquodiscontinuousrdquo aspects.
Keywords:
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