Chaos synchronization of coupled neurons under external electrical stimulation using adaptive H∞ control

Yan Qiu Che; Jiang Wang; si si Zhou; Bin Deng; Feng Dong

doi:10.1177/0142331207088189

Chaos synchronization of coupled neurons under external electrical stimulation using adaptive H∞ control

Yan Qiu Che, Jiang Wang, si si Zhou, Bin Deng, Feng Dong

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

In this paper, H_∞ control via an adaptive neural network approach is proposed to realize the synchronization of two gap junction coupled chaotic FitzHugh—Nagumo (FHN) neurons under external electrical stimulation. The control scheme is robust to the uncertainties such as unmodelled dynamics, ionic channel noise and external disturbances. Asymptotic chaos synchronization is obtained by proper choice of the control parameters. The simulation results demonstrate the effectiveness of the proposed control method.

Original language	English (US)
Pages (from-to)	225-238
Number of pages	14
Journal	Transactions of the Institute of Measurement & Control
Volume	30
Issue number	3-4
DOIs	https://doi.org/10.1177/0142331207088189
State	Published - Aug 2008

All Science Journal Classification (ASJC) codes

Instrumentation

Access to Document

10.1177/0142331207088189

Cite this

@article{e61118636e3540059cd2e77f4876c6c7,

title = "Chaos synchronization of coupled neurons under external electrical stimulation using adaptive H∞ control",

abstract = "In this paper, H∞ control via an adaptive neural network approach is proposed to realize the synchronization of two gap junction coupled chaotic FitzHugh—Nagumo (FHN) neurons under external electrical stimulation. The control scheme is robust to the uncertainties such as unmodelled dynamics, ionic channel noise and external disturbances. Asymptotic chaos synchronization is obtained by proper choice of the control parameters. The simulation results demonstrate the effectiveness of the proposed control method.",

author = "Che, {Yan Qiu} and Jiang Wang and Zhou, {si si} and Bin Deng and Feng Dong",

year = "2008",

month = aug,

doi = "10.1177/0142331207088189",

language = "English (US)",

volume = "30",

pages = "225--238",

journal = "Transactions of the Institute of Measurement & Control",

issn = "0142-3312",

publisher = "SAGE Publications Ltd",

number = "3-4",

}

TY - JOUR

T1 - Chaos synchronization of coupled neurons under external electrical stimulation using adaptive H∞ control

AU - Che, Yan Qiu

AU - Wang, Jiang

AU - Zhou, si si

AU - Deng, Bin

AU - Dong, Feng

PY - 2008/8

Y1 - 2008/8

N2 - In this paper, H∞ control via an adaptive neural network approach is proposed to realize the synchronization of two gap junction coupled chaotic FitzHugh—Nagumo (FHN) neurons under external electrical stimulation. The control scheme is robust to the uncertainties such as unmodelled dynamics, ionic channel noise and external disturbances. Asymptotic chaos synchronization is obtained by proper choice of the control parameters. The simulation results demonstrate the effectiveness of the proposed control method.

AB - In this paper, H∞ control via an adaptive neural network approach is proposed to realize the synchronization of two gap junction coupled chaotic FitzHugh—Nagumo (FHN) neurons under external electrical stimulation. The control scheme is robust to the uncertainties such as unmodelled dynamics, ionic channel noise and external disturbances. Asymptotic chaos synchronization is obtained by proper choice of the control parameters. The simulation results demonstrate the effectiveness of the proposed control method.

UR - http://www.scopus.com/inward/record.url?scp=47949093294&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=47949093294&partnerID=8YFLogxK

U2 - 10.1177/0142331207088189

DO - 10.1177/0142331207088189

M3 - Article

AN - SCOPUS:47949093294

SN - 0142-3312

VL - 30

SP - 225

EP - 238

JO - Transactions of the Institute of Measurement & Control

JF - Transactions of the Institute of Measurement & Control

IS - 3-4

ER -

Chaos synchronization of coupled neurons under external electrical stimulation using adaptive H∞ control

Abstract

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this