TY - GEN
T1 - Robust adaptive fuzzy tracking control of stochastic neuron systems
AU - Li, Huiyan
AU - Wang, Jiang
AU - Jin, Qitao
AU - Deng, Bin
AU - Wei, Xile
AU - Che, Yanqiu
PY - 2012
Y1 - 2012
N2 - Nerve cells communicate by generating and transmitting action potentials. Annihilation of neural oscillation by functional electrical stimulation is a promising treatment modality in neural diseases. In this paper, a robust adaptive fuzzy tracking control is proposed for stochastic Hodgkin-Huxley (HH) neuron systems to generate a desired reference response in spite of environmental noises, uncertain initial values, and diffusion currents from other interconnected nerve cells. The robust adaptive fuzzy tracking control scheme can provide new methods for desired action potential generation, suppression of oscillations with a single compartment nerve cell model, and blockage of action potential transmission with a multi-compartment nerve fiber model under environmental noise and diffusion currents.
AB - Nerve cells communicate by generating and transmitting action potentials. Annihilation of neural oscillation by functional electrical stimulation is a promising treatment modality in neural diseases. In this paper, a robust adaptive fuzzy tracking control is proposed for stochastic Hodgkin-Huxley (HH) neuron systems to generate a desired reference response in spite of environmental noises, uncertain initial values, and diffusion currents from other interconnected nerve cells. The robust adaptive fuzzy tracking control scheme can provide new methods for desired action potential generation, suppression of oscillations with a single compartment nerve cell model, and blockage of action potential transmission with a multi-compartment nerve fiber model under environmental noise and diffusion currents.
UR - http://www.scopus.com/inward/record.url?scp=84860990934&partnerID=8YFLogxK
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U2 - 10.1109/ISdea.2012.651
DO - 10.1109/ISdea.2012.651
M3 - Conference contribution
AN - SCOPUS:84860990934
SN - 9780769546087
T3 - Proceedings - 2012 International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012
SP - 497
EP - 500
BT - Proceedings - 2012 International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012
T2 - 2nd International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012
Y2 - 6 January 2012 through 7 January 2012
ER -