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Hodgkin-Huxley神经元同步的迭代学习控制

Iterative learning control of synchronization of Hodgkin-Huxley neurons
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摘要 由于神经元模型和参数具有不确定性,加大了许多控制算法的应用难度,而迭代学习控制不需要精确的数学模型,因此适合神经元网络同步的控制。针对Hodgkin-Huxley(HH)神经元的同步控制问题,提出了基于PI型迭代学习控制算法。对四种不同情况下主从神经元同步控制进行仿真,结果表明,施加控制后从神经元能够迅速跟踪主神经元的动力学行为。研究结果证实了该控制算法的可行性和有效性。 Because of the uncertainties of neuron model and its parameters, some control methods become cumbersome. Itera- tire learning control （ILC） is independent of the exact system model, therefore is suitable for control of neural network syn- chronization. This paper proposed PI-type iterative learning control algorithm for synchronization control of Hodgkin-Huxley （HH） neurons. Simulation of synchronization control of master and slave neurons in four cases shows that, when the control is implemented, the dynamic behavior of the controlled slave neuron can rapidly synchronize with that of the master one. The re- sults confirm the feasibility and effectiveness of this control algorithm.
作者 邓斌 王晓军 王江 李会艳
机构地区 天津大学电气与自动化工程学院 天津职业技术师范大学自动化与电气工程学院
出处 《计算机应用研究》 CSCD 北大核心 2014年第9期2656-2660,共5页 Application Research of Computers
基金 国家自然科学基金资助项目(61374812 61172009)
关键词 同步控制 外电场 Hodgkin-Huxley神经元 迭代学习控制 混沌 synchronization control external electric field Hodgkin-Huxley neuron iterative learning control （ILC） chaos
分类号 TP391.9 [自动化与计算机技术—计算机应用技术]
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  • 1TAN Lian-sheng, YUAN Cao, ZUKERMAN M. FAST TCP: fairness and queuing issues [ J ]. IEEE Communications Letters, 2005,9 (8) :762-764.
  • 2CASETrI C, GERLA M, MASCOLO S, et al. TCP westwood: end- to-end congestion control for wired/wireless networks[ J]. Wireless Networks. 2002,8(5) :467-479.
  • 3GRIECO L A, MASCOLO S. End-to-end bandwidth estimation for congestion control in packet networks [ C ]//Proc of Lecture Notes in Computer Science on Quality of Service in Muhiservice IP Networks. London : Springer-Verlag, 2003.
  • 4MACRI P A, PIONTTI A L P, BRAUNSTEIN L A. Reducing congestion on complex networks by dynamic relaxation processes [ J ]. Physical A: Statistical Mechanics and its Applications, 2007, 386(2) :?76-779.
  • 5CEHN Hua-liang, LIU Zhong-xin, CHEN Zeng-qiang, et al. Extending TCP congestion control to muhicast[ J]. Computer Networks, 2007,51 ( 11 ) :3090-3109.
  • 6JIN C, WEI D, LOW S H, et al. FAST TCP: from theory to experiments [ J]. IEEE Network, 2005,19 ( 1 ) :4-11.
  • 7XU Jian-xin, TAN Ying. Linear and nonlinear iterative learning control[ C]//Proe of Lecture Notes in Control and Information Seienees. [ S. 1. ] : Springer-Verlag, 2003.
  • 8Xu Jian-xin, TAN Ying. On the convergence speed of a class of higher order ILC schemes[ C]//Proc of the 40th IEEE Conference on Decision and Control Orlando. Florida:[ s. n. ] , 2001:4932-4937.
  • 9CHEN W, SAIF M. Avariable structure eontroller for a class of uncertain systems with unknown uncertainty bounding function [ C ]//Proc of American Control Conference. 2006.
  • 10ZHENG K, LEE A H, BENTSMAN J, et al. Steady-state bumpless transfer under controller uncertainty using the state/output feedback topology[ J ]. I EEE Trans on Control Systems Technology,2006, 14(1) :3-17.

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计算机应用研究
2014年 第9期

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