• DocumentCode
    2969676
  • Title

    Synchronization in a neural network model with time delayed coupling

  • Author

    Luzyanina, T.B.

  • Author_Institution
    Inst. of Math. Problems of Biol., Acad. of Sci., Pushchino, Russia
  • Volume
    3
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    2351
  • Abstract
    Investigates a neural network model design as a system of peripheral oscillators with different natural frequencies interacting via the central oscillator. The oscillators interact with a time delay τ, corresponding to the finite velocity of signal propagation. The authors study the synchronization under various values of τ. It is shown that under some conditions for a finite delay time there exists a multitude of synchronization frequencies in contrast to the case without delay where the system has at most one solution. The criteria for multiple solutions existence and their stability are found. The asymptotic behaviour under increasing connection strengths is analyzed.
  • Keywords
    neural nets; oscillators; synchronisation; asymptotic behaviour; central oscillator; increasing connection strengths; neural network model; peripheral oscillators; signal propagation; synchronization; synchronization frequencies; time delayed coupling; Biological system modeling; Computational biology; Delay effects; Delay systems; Frequency synchronization; Intelligent networks; Mathematical model; Neural networks; Oscillators; Stability criteria;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.714197
  • Filename
    714197