The logic of neural networks

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

ISSN: 1134-5632

Datum der Publikation: 1998

Ausgabe: 5

Nummer: 1

Seiten: 23-37

Art: Artikel

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

Zusammenfassung

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.