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
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;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3