• DocumentCode
    2714714
  • Title

    Synchronization of coupled pulse-type hardware neuron models for CPG model

  • Author

    Saito, Ken ; Saeki, Katsutoshi ; Sekine, Yoshifumi

  • Author_Institution
    Dept. of Phys., Nihon Univ., Tokyo, Japan
  • fYear
    2009
  • fDate
    14-19 June 2009
  • Firstpage
    2748
  • Lastpage
    2755
  • Abstract
    It is well known that locomotion rhythms of living organisms are generated by CPG (central pattern generator). In this paper, we discuss the synchronization phenomena and oscillation patterns of the coupled oscillators system using pulse-type hardware neuron models (P-HNMs) for the purpose of constructing the CPG model. It is shown that the plural coupled P-HNMs connected by excitatory-inhibitory mutual coupling can generate various oscillation patterns. Therefore, we construct the CPG model by using the coupled P-HNMs to generate several locomotion rhythms. As a result, we show clearly that the IC chip of CPG model, which can generate the quadruped locomotion patterns, can be constructed by CMOS process.
  • Keywords
    neural nets; oscillators; central pattern generator; coupled oscillators system; coupled pulse-type hardware neuron model; excitatory-inhibitory mutual coupling; locomotion rhythm; oscillation pattern; synchronization phenomena; CMOS integrated circuits; CMOS process; Hardware; Integrated circuit modeling; Mutual coupling; Neurons; Organisms; Oscillators; Rhythm; Semiconductor device modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2009. IJCNN 2009. International Joint Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1098-7576
  • Print_ISBN
    978-1-4244-3548-7
  • Electronic_ISBN
    1098-7576
  • Type

    conf

  • DOI
    10.1109/IJCNN.2009.5179069
  • Filename
    5179069