The logic of neural networks

  1. Castro Peña, Juan Luis
  2. Trillas, Enric
Journal:
Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology

ISSN: 1134-5632

Year of publication: 1998

Volume: 5

Issue: 1

Pages: 23-37

Type: Article

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More publications in: Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology

Abstract

This paper establishes the equivalence between multilayer feedforward networks and linear combinations of Lukasiewicz propositions. In this sense, multilayer forward networks have a logic interpretation, which should permit to apply logical techniques in the neural networks framework.

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