• DocumentCode
    395576
  • Title

    Neuronal dynamics based on individual stochastic ion channels

  • Author

    Ashida, Go ; Kubo, Masayoshi

  • Author_Institution
    Dept. of Appl. Anal. & Complex Dynamical Syst., Kyoto Univ., Japan
  • Volume
    3
  • fYear
    2002
  • fDate
    18-22 Nov. 2002
  • Firstpage
    1592
  • Abstract
    A new neuronal model based on the stochastic activity of a single channel is proposed. The model connects the microscopic ionic kinetics to the macroscopic neuronal behavior and describes a neuron as a organized structure of individual subneuronal elements. This illustration has not been well achieved by the common models employed so far. Simulational results by using this novel model shows that spatially distributed ion channels can reproduce the neuronal dynamics - the existence of the stable state, initiation and propagation of the action potentials. The membrane potential measured at different points enables us to estimate the propagation speed of the action potentials.
  • Keywords
    bioelectric potentials; biomembranes; neural nets; neurophysiology; physiological models; macroscopic neuronal behavior; membrane potential; microscopic ionic kinetics; neuronal dynamics; neuronal model; spatially distributed ion channels; stochastic activity; stochastic ion channels; Biological system modeling; Biomembranes; Differential equations; Fluctuations; Informatics; Kinetic theory; Microscopy; Neurons; Stochastic processes; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
  • Print_ISBN
    981-04-7524-1
  • Type

    conf

  • DOI
    10.1109/ICONIP.2002.1202890
  • Filename
    1202890