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On the Adaptable Boolean Neural Net Paradigm

  • F. E. Lauria
  • R. Prevete
  • M. Milo
  • S. Visco
Conference paper
Part of the Perspectives in Neural Computing book series (PERSPECT.NEURAL)

Abstract

We discuss the adaptable Boolean net neural paradigm together with its learning and generalization properties.

Keywords

Input Vector Coupling Coefficient Output Control Primitive Activity Hebbian Rule 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. [1]
    Hassoun, Mohamad H. -“Fundamentals of artificial neural networks” MIT Press (1995) 511 + xxviGoogle Scholar
  2. [2]
    Lauria, F. E., M. Sette, S. Visco - “Adaptable Boolean neural networks” Fridericiana Scientia, Liguori (Napoli) (1996) 212.Google Scholar
  3. [3]
    Rumelhart, D. E., J. L. McClelland and the PDP Research Group-“Parallel distributed processing. Vol I Foundations” MIT Press, Cambridge (Mass. ) (1986).Google Scholar
  4. [4]
    Caianiello, E. R. - “Outline of a theory of thought processes and thinking machines” J. Theor. Biol. 2 (1961) 204–235.CrossRefMathSciNetGoogle Scholar
  5. [5]
    Lauria, F. E. - “On some sufficient conditions for the Caianiello-Hebb transform convergence” Rend. Acc. Sc. Fis. e Mat., Napoli, Serie IV- Vol. LXII (1995) 7–42.Google Scholar
  6. [6]
    Bini Verona, F., P. De Pinto and F. E. Lauria - “Toward a learning Boolean net: some cybernetic rules” R. Trappl ed. “Cyber, and Syst.’92” World Sc. (Singapore), (1992) 709–716.Google Scholar
  7. [7]
    Lauria F. E., M. Sette - “Teaching macros through program execution examples” E. R. Caianiello ed. “Neural nets WIRN Vietri-92” World Sc. (Singapore), (1992) 204–209.Google Scholar
  8. [8]
    Lauria, F. E., M.Sette, S. Visco - “A Boolean neural network learning from a random environment” R. Trappl ed. “Cyber, and Syst.’96” Austrian Soc. for Cyber. Studies (Vienna) (1996) 491–496.Google Scholar
  9. [9]
    Violi, T. - “Valutazione in presenza di rumore dei parametri di una regola hebbiana” (Valuation of the Hebbian rule parameters in presence of noise) Tesi di Laurea in fisica Dipartimento di Scienze Fisiche, University of Naples aA 1994-95.Google Scholar

Copyright information

© Springer-Verlag London Limited 1998

Authors and Affiliations

  • F. E. Lauria
    • 1
    • 2
  • R. Prevete
    • 1
    • 2
  • M. Milo
    • 1
    • 2
  • S. Visco
    • 1
    • 2
  1. 1.Dipartimento di Scienze Fisiche dell’Università di NapoliNaplesItaly
  2. 2.Istituto Nazionale di Fisica della MateriaNaplesItaly

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