TY - GEN
T1 - Estimating and adjusting the abnormal hodgkin-huxley neuron with external electric field
AU - Wang, Meng
AU - Wang, Jiang
AU - Jia, Chenhui
AU - Wei, Xile
AU - Deng, Bin
AU - Che, Yanqiu
PY - 2012/12/1
Y1 - 2012/12/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84873545913&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:84873545913
SN - 9789881563811
T3 - Chinese Control Conference, CCC
SP - 7403
EP - 7407
BT - Proceedings of the 31st Chinese Control Conference, CCC 2012
T2 - 31st Chinese Control Conference, CCC 2012
Y2 - 25 July 2012 through 27 July 2012
ER -