Synchronization of neural networks by decentralized feedback control

Chao Jung Cheng; Teh Lu Liao; Jun Juh Yan; Chi Chuan Hwang

doi:10.1016/j.physleta.2005.01.082

Synchronization of neural networks by decentralized feedback control

Chao Jung Cheng
, Teh Lu Liao
, Jun Juh Yan
, Chi Chuan Hwang

工程科學系

研究成果: Article › 同行評審

50 引文斯高帕斯（Scopus）

摘要

This Letter deals with the synchronization problem of a class of neural networks with/without time delays. Based on the drive-response concept and the Lyapunov stability theorem, a delay-independent and decentralized control law is derived to achieve the exponential synchronization. Two illustrative examples are given to demonstrate the effectiveness of the presented synchronization scheme.

原文	English
頁（從 - 到）	28-35
頁數	8
期刊	Physics Letters, Section A: General, Atomic and Solid State Physics
卷	338
發行號	1
DOIs	https://doi.org/10.1016/j.physleta.2005.01.082
出版狀態	Published - 2005 4月 18

All Science Journal Classification (ASJC) codes

一般物理與天文學

存取文件

10.1016/j.physleta.2005.01.082

其它文件與鏈接

引用此

@article{ecee6fd0122d4b5a98668e899d3c9d91,

title = "Synchronization of neural networks by decentralized feedback control",

abstract = "This Letter deals with the synchronization problem of a class of neural networks with/without time delays. Based on the drive-response concept and the Lyapunov stability theorem, a delay-independent and decentralized control law is derived to achieve the exponential synchronization. Two illustrative examples are given to demonstrate the effectiveness of the presented synchronization scheme.",

author = "Cheng, \{Chao Jung\} and Liao, \{Teh Lu\} and Yan, \{Jun Juh\} and Hwang, \{Chi Chuan\}",

year = "2005",

month = apr,

day = "18",

doi = "10.1016/j.physleta.2005.01.082",

language = "English",

volume = "338",

pages = "28--35",

journal = "Physics Letters, Section A: General, Atomic and Solid State Physics",

issn = "0375-9601",

publisher = "Elsevier BV",

number = "1",

}

TY - JOUR

T1 - Synchronization of neural networks by decentralized feedback control

AU - Cheng, Chao Jung

AU - Liao, Teh Lu

AU - Yan, Jun Juh

AU - Hwang, Chi Chuan

PY - 2005/4/18

Y1 - 2005/4/18

N2 - This Letter deals with the synchronization problem of a class of neural networks with/without time delays. Based on the drive-response concept and the Lyapunov stability theorem, a delay-independent and decentralized control law is derived to achieve the exponential synchronization. Two illustrative examples are given to demonstrate the effectiveness of the presented synchronization scheme.

AB - This Letter deals with the synchronization problem of a class of neural networks with/without time delays. Based on the drive-response concept and the Lyapunov stability theorem, a delay-independent and decentralized control law is derived to achieve the exponential synchronization. Two illustrative examples are given to demonstrate the effectiveness of the presented synchronization scheme.

UR - https://www.scopus.com/pages/publications/15744378840

UR - https://www.scopus.com/pages/publications/15744378840#tab=citedBy

U2 - 10.1016/j.physleta.2005.01.082

DO - 10.1016/j.physleta.2005.01.082

M3 - Article

AN - SCOPUS:15744378840

SN - 0375-9601

VL - 338

SP - 28

EP - 35

JO - Physics Letters, Section A: General, Atomic and Solid State Physics

JF - Physics Letters, Section A: General, Atomic and Solid State Physics

IS - 1

ER -

Synchronization of neural networks by decentralized feedback control

摘要

All Science Journal Classification (ASJC) codes

存取文件

其它文件與鏈接

指紋

引用此