• DocumentCode
    1646166
  • Title

    Chaos in a Simple Hopfield Neural Network Satisfying Dale´s Rule

  • Author

    Hai, Cao ; Qingdu, Li

  • Author_Institution
    Sichuan Univ. of Sci. & Eng., Zigong
  • fYear
    2007
  • Firstpage
    129
  • Lastpage
    132
  • Abstract
    This paper shows that chaos can take place in a simple three dimensional Hopfield neural network with its connection matrix satisfying Dale´s rule. In addition, a rigorous computer-assisted verification of chaoticity is given by virtue of topological horseshoe theory.
  • Keywords
    Hopfield neural nets; chaos; formal verification; topology; 3D Hopfield neural network; Dale´s rule; chaos; computer-assisted verification; connection matrix; topological horseshoe theory; Artificial neural networks; Biological neural networks; Chaos; Computer science; Electronic mail; Hopfield neural networks; Neural networks; Neurons; Nonlinear systems; Telecommunication control; Chaos; Hopfield neural networks; Topological horseshoe;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference, 2007. CCC 2007. Chinese
  • Conference_Location
    Hunan
  • Print_ISBN
    978-7-81124-055-9
  • Electronic_ISBN
    978-7-900719-22-5
  • Type

    conf

  • DOI
    10.1109/CHICC.2006.4347124
  • Filename
    4347124
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1646166