• DocumentCode
    582817
  • Title

    Estimating and adjusting the abnormal hodgkin-huxley neuron with external electric field

  • Author

    Meng, Wang ; Jiang, Wang ; Chenhui, Jia ; Xile, Wei ; Bin, Deng ; Yanqiu, Che

  • Author_Institution
    Sch. of Electr. & Autom. Eng., Tianjin Univ., Tianjin, China
  • fYear
    2012
  • fDate
    25-27 July 2012
  • Firstpage
    7403
  • Lastpage
    7407
  • Abstract
    As a universal phenomenon in neural system, synchronization has attracted more attention in recent years. Moreover, synchronization control in neural system is considered as a method of curing mental diseases. However, the unknown factor in neural system may bring difficulties in the designation of controllers. In this paper, based on Lyapunov theory, we create a “neuron observer” to control an abnormal neuron with unknown abnormal parameters, and transform the control signal to the external electric field to make the method available in clinical practice. According to the simulation result, this control strategy can accurately estimate the parameters in the reference neuron, and the character of the abnormal neuron can be accurately adjusted to normal condition. This method can be used as a potential therapy of mental diseases caused by abnormal changes of parameters in neural system.
  • Keywords
    Lyapunov methods; curing; diseases; electric fields; medical control systems; neurocontrollers; synchronisation; Lyapunov theory; abnormal Hodgkin-Huxley neuron; curing; external electric field; mental diseases; neural system; synchronization control; Electric fields; Electric potential; Mathematical model; Neurons; Observers; Synchronization; external electric field; neuron observer; parameter estimation; synchronization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2012 31st Chinese
  • Conference_Location
    Hefei
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4673-2581-3
  • Type

    conf

  • Filename
    6391251