Neuronal dynamics based on individual stochastic ion channels

被引:0
|
作者
Ashida, G [1 ]
Kubo, M [1 ]
机构
[1] Kyoto Univ, Grad Sch Informat, Dept Appl Anal & Complex Dynam Syst, Kyoto 6068501, Japan
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:1592 / 1596
页数:5
相关论文
共 50 条
  • [1] Stochastic representations of ion channel kinetics and exact stochastic simulation of neuronal dynamics
    David F. Anderson
    Bard Ermentrout
    Peter J. Thomas
    Journal of Computational Neuroscience, 2015, 38 : 67 - 82
  • [2] Stochastic representations of ion channel kinetics and exact stochastic simulation of neuronal dynamics
    Anderson, David F.
    Ermentrout, Bard
    Thomas, Peter J.
    JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2015, 38 (01) : 67 - 82
  • [3] Ion channels in neuronal survival
    YiZheng Wang
    TianLe Xu
    Science China Life Sciences, 2010, 53 : 342 - 347
  • [4] Ion channels in neuronal survival
    Wang YiZheng
    Xu TianLe
    SCIENCE CHINA-LIFE SCIENCES, 2010, 53 (03) : 342 - 347
  • [5] Ion channels in neuronal survival
    WANG YiZheng & XU TianLe Institute of Neuroscience and State Key Laboratory of Neuroscience
    ScienceChina(LifeSciences), 2010, 53 (03) : 342 - 347
  • [6] Nanotechnology for neuronal ion channels
    Lehman-Horn, F
    Jurkat-Rott, K
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2003, 74 (11): : 1466 - 1475
  • [7] Stochastic Dynamics of Remote Knock-On Permeation in Biological Ion Channels
    Tindjong, R.
    Kaufman, I.
    Luchinsky, D. G.
    McClintock, P. V. E.
    Khovanov, I. A.
    Eisenberg, R. S.
    2013 22ND INTERNATIONAL CONFERENCE ON NOISE AND FLUCTUATIONS (ICNF), 2013,
  • [8] Stochastic nonlinear dynamics: How many ion channels are in a single neuron?
    Buchholtz, F
    Schinor, N
    Schneider, FW
    JOURNAL OF PHYSICAL CHEMISTRY B, 2002, 106 (19): : 5086 - 5090
  • [9] Stochastic models of neuronal dynamics
    Harrison, LM
    David, O
    Friston, KJ
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) : 1075 - 1091
  • [10] STOCHASTIC DYNAMICS OF NEURONAL INTERACTION
    SEJNOWSKI, TJ
    BIOLOGICAL CYBERNETICS, 1976, 22 (04) : 203 - 211