Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control

Haitao Yu; Jiang Wang; Yanqiu Che; Xile Wei; Qiuxiang Liu

doi:10.1109/CCDC.2010.5498333

Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control

Haitao Yu, Jiang Wang, Yanqiu Che, Xile Wei, Qiuxiang Liu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, a robust adaptive controller is proposed to realize the synchronization of two gap junction coupled chaotic map-based neurons under external electrical stimulation. Considering the uncertain states in practical neural systems, we propose a robust control scheme comprising an adaptive controller and an uncertainty estimator. Chaos synchronization is obtained by proper choice of the control parameters. Gaussian Random Noise is introduced to evaluate the stability of the adaptive control induced synchronized state. The simulation results demonstrate the effectiveness and robustness of the developed control method.

Original language	English (US)
Title of host publication	2010 Chinese Control and Decision Conference, CCDC 2010
Pages	4395-4399
Number of pages	5
DOIs	https://doi.org/10.1109/CCDC.2010.5498333
State	Published - Aug 13 2010
Event	2010 Chinese Control and Decision Conference, CCDC 2010 - Xuzhou, China Duration: May 26 2010 → May 28 2010

Publication series

Name	2010 Chinese Control and Decision Conference, CCDC 2010

Other

Other	2010 Chinese Control and Decision Conference, CCDC 2010
Country/Territory	China
City	Xuzhou
Period	5/26/10 → 5/28/10

All Science Journal Classification (ASJC) codes

Decision Sciences (miscellaneous)
Control and Systems Engineering
Electrical and Electronic Engineering

Access to Document

10.1109/CCDC.2010.5498333

Cite this

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title = "Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control",

abstract = "In this paper, a robust adaptive controller is proposed to realize the synchronization of two gap junction coupled chaotic map-based neurons under external electrical stimulation. Considering the uncertain states in practical neural systems, we propose a robust control scheme comprising an adaptive controller and an uncertainty estimator. Chaos synchronization is obtained by proper choice of the control parameters. Gaussian Random Noise is introduced to evaluate the stability of the adaptive control induced synchronized state. The simulation results demonstrate the effectiveness and robustness of the developed control method.",

author = "Haitao Yu and Jiang Wang and Yanqiu Che and Xile Wei and Qiuxiang Liu",

year = "2010",

month = aug,

day = "13",

doi = "10.1109/CCDC.2010.5498333",

language = "English (US)",

isbn = "9781424451821",

series = "2010 Chinese Control and Decision Conference, CCDC 2010",

pages = "4395--4399",

booktitle = "2010 Chinese Control and Decision Conference, CCDC 2010",

note = "2010 Chinese Control and Decision Conference, CCDC 2010 ; Conference date: 26-05-2010 Through 28-05-2010",

}

Yu, H, Wang, J, Che, Y, Wei, X & Liu, Q 2010, Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control. in 2010 Chinese Control and Decision Conference, CCDC 2010., 5498333, 2010 Chinese Control and Decision Conference, CCDC 2010, pp. 4395-4399, 2010 Chinese Control and Decision Conference, CCDC 2010, Xuzhou, China, 5/26/10. https://doi.org/10.1109/CCDC.2010.5498333

Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control. / Yu, Haitao; Wang, Jiang; Che, Yanqiu et al.
2010 Chinese Control and Decision Conference, CCDC 2010. 2010. p. 4395-4399 5498333 (2010 Chinese Control and Decision Conference, CCDC 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control

AU - Yu, Haitao

AU - Wang, Jiang

AU - Che, Yanqiu

AU - Wei, Xile

AU - Liu, Qiuxiang

PY - 2010/8/13

Y1 - 2010/8/13

N2 - In this paper, a robust adaptive controller is proposed to realize the synchronization of two gap junction coupled chaotic map-based neurons under external electrical stimulation. Considering the uncertain states in practical neural systems, we propose a robust control scheme comprising an adaptive controller and an uncertainty estimator. Chaos synchronization is obtained by proper choice of the control parameters. Gaussian Random Noise is introduced to evaluate the stability of the adaptive control induced synchronized state. The simulation results demonstrate the effectiveness and robustness of the developed control method.

AB - In this paper, a robust adaptive controller is proposed to realize the synchronization of two gap junction coupled chaotic map-based neurons under external electrical stimulation. Considering the uncertain states in practical neural systems, we propose a robust control scheme comprising an adaptive controller and an uncertainty estimator. Chaos synchronization is obtained by proper choice of the control parameters. Gaussian Random Noise is introduced to evaluate the stability of the adaptive control induced synchronized state. The simulation results demonstrate the effectiveness and robustness of the developed control method.

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U2 - 10.1109/CCDC.2010.5498333

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T3 - 2010 Chinese Control and Decision Conference, CCDC 2010

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BT - 2010 Chinese Control and Decision Conference, CCDC 2010

T2 - 2010 Chinese Control and Decision Conference, CCDC 2010

Y2 - 26 May 2010 through 28 May 2010

ER -

Chaos synchronization of coupled map-based neurons under external electrical stimulation via robust adaptive control

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