• DocumentCode
    423946
  • Title

    Mixed analog/digital chaotic neuro-computer prototype: 400-neuron dynamical associative memory

  • Author

    Horio, Yoshihiko ; Okuno, Takahide ; Mori, Koji

  • Author_Institution
    Graduate Sch. of Eng., Tokyo Denki Univ., Japan
  • Volume
    3
  • fYear
    2004
  • fDate
    25-29 July 2004
  • Firstpage
    1717
  • Abstract
    We construct the dynamical associative memory on the switched-capacitor (SC) 400-neuron chaotic neuro-computer prototype. We observe a variety of associative dynamics from the prototype. The chaotic behavior of the dynamical association comes from complexity in real number. The analog SC chaotic neurons used in the system can handle real numbers through their continuous variables, therefore, they would faithfully reproduce the chaotic behavior. In construct, digital computers cannot handle almost all real numbers. In this respect, we analyze the measured results from the hardware system in comparison with those from computer simulations. In the computer simulation, we take into account characteristics of the analog circuit and noise.
  • Keywords
    content-addressable storage; digital computers; mixed analogue-digital integrated circuits; neural chips; prototypes; analog SC chaotic neurons; analog circuit characteristics; chaotic behavior; computer simulations; digital computers; dynamical associative memory; hardware system; mixed analog-digital chaotic neuro-computer prototype; noise characteristics; switched capacitor; Analog computers; Analog integrated circuits; Associative memory; Chaos; Chaotic communication; Computer simulation; Hardware; Neural networks; Neurons; Prototypes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-8359-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.2004.1380862
  • Filename
    1380862