• DocumentCode
    1709086
  • Title

    Noise Effects on the Firing Behavior of FitzHugh-Nagumo Neuron

  • Author

    Wei, Du-Qu ; Qin, Ying-Hua ; Luo, Xiao-Shu

  • Author_Institution
    Coll. of Electron. Eng., Guangxi Normal Univ., Guilin, China
  • fYear
    2010
  • Firstpage
    388
  • Lastpage
    390
  • Abstract
    We investigate how firing behavior of FitzHugh-Nagumo neuron depends on the intensity of Gaussian white noise. It is found that there exists an intermediate range intensity of noise where the firing behavior of neuron is induced and enhanced. To quantitatively study the firing degree of the neuron, the average number of firing spiking is introduced to measure the frequency of the firing patterns. Our study imply that the noise plays a vital role in firing behavior of neuron. Furthermore, the possible mechanism behind the action of random noise also is addressed.
  • Keywords
    Gaussian noise; neural nets; nonlinear dynamical systems; white noise; FitzHugh-Nagumo neuron; Gaussian white noise; firing behavior; random noise; Artificial neural networks; Frequency measurement; Neurons; Noise level; Oscillators; White noise; FitzHugh-Nagumo neuron; firing behavior; noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
  • Conference_Location
    Kunming, Yunnan
  • Print_ISBN
    978-1-4244-8815-5
  • Type

    conf

  • DOI
    10.1109/IWCFTA.2010.10
  • Filename
    5671235