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
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