Analysis of m:n Lockings from Pulse-Coupled Asynchronous Sequential Logic Spiking Neurons

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著者

    • IJICHI Hirofumi
    • Dept. of Systems Innovation, Grad. School of Engineering Science, Osaka University
    • TORIKAI Hiroyuki
    • Dept. of Systems Innovation, Grad. School of Engineering Science, Osaka University

抄録

An asynchronous sequential logic spiking neuron is an artificial neuron model that can exhibit various bifurcations and nonlinear responses to stimulation inputs. In this paper, a pulse-coupled system of the asynchronous sequential logic spiking neurons is presented. Numerical simulations show that the coupled system can exhibit various lockings and related nonlinear responses. Then, theoretical sufficient parameter conditions for existence of typical lockings are provided. Usefulness of the parameter conditions is validated by comparing with the numerical simulation results as well as field programmable gate array experiment results.

収録刊行物

  • IEICE transactions on fundamentals of electronics, communications and computer sciences

    IEICE transactions on fundamentals of electronics, communications and computer sciences 94(11), 2384-2393, 2011-11-01

    一般社団法人 電子情報通信学会

参考文献:  22件中 1-22件 を表示

各種コード

  • NII論文ID(NAID)
    10030192089
  • NII書誌ID(NCID)
    AA10826239
  • 本文言語コード
    ENG
  • 資料種別
    ART
  • ISSN
    09168508
  • データ提供元
    CJP書誌  J-STAGE 
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