• DocumentCode
    2664896
  • Title

    Sensitivity of firing rate in single-compartment neurons depends on induction electric field

  • Author

    Jiang, Wang ; Xiu, Wang ; Bin, Deng ; Xile, Wei

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    118
  • Lastpage
    122
  • Abstract
    This paper establishes a new neuron model in the effect of induction electric field (IEF) based on the Hodgkin-Huxley (HH) model to investigate how a single-compartment neuron encodes the stimulus and how the sensitivity of firing rate to input fluctuations changes under different IEF. Then add noisy direct current IEF (DCIEF) and alternating current IEF (ACIEF) to the neuron model respectively at the bifurcation point. By the data obtained and our analysis, this paper shows how the variance of IEF frequency or amplitude influences the neuronal sensitivity of firing rate.
  • Keywords
    bifurcation; bioelectric phenomena; neural nets; sensitivity analysis; ACIEF; DCIEF; Hodgkin-Huxley model; IEF frequency; alternating current IEF; bifurcation point; firing rate sensitivity; induction electric field; input fluctuations; neuronal sensitivity; noisy direct current IEF; single compartment neuron model; stimulus encodes; Bifurcation; Electric fields; Firing; Neurons; Noise; Noise measurement; Sensitivity; Firing Rate Sensitivity; Induction Electric Field; Modeling under IEF; OU Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2012 24th Chinese
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4577-2073-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2012.6244018
  • Filename
    6244018