General decay anti-synchronization of coupled delayed memristive neural networks

Aobo Li; Yanli Huang; Yan Liu; Zewei Zheng

doi:10.1109/YAC59482.2023.10401634

General decay anti-synchronization of coupled delayed memristive neural networks

Aobo Li
, Yanli Huang^*
, Yan Liu
, Zewei Zheng

^*此作品的通讯作者

自动化科学与电气工程学院

Tiangong University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

In this paper, the network models of coupled delayed memristive neural networks (CDMNNs) without and with delayed coupling are studied respectively. Firstly, according to the definitions of ψ-type stability and ψ -type function, the notion of general decay anti-synchronization (GDAS) is introduced. Secondly, by constructing Lyapunov functional, designing controller and using inequality techniques, the corresponding sufficient conditions that reaching GDAS for CDMNNs with and without delayed coupling are deduced. Thirdly, the validity of the results is proved by proper numerical simulation.

源语言	英语
主期刊名	Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023
出版商	Institute of Electrical and Electronics Engineers Inc.
页	142-147
页数	6
ISBN（电子版）	9798350303636
DOI	https://doi.org/10.1109/YAC59482.2023.10401634
出版状态	已出版 - 2023
活动	38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023 - Hefei, 中国期限: 27 8月 2023 → 29 8月 2023

出版系列

姓名	Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023

会议

会议	38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023
国家/地区	中国
市	Hefei
时期	27/08/23 → 29/08/23

访问文件

10.1109/YAC59482.2023.10401634

其它文件与链接

链接到 Scopus 的出版物

引用此

Li, A., Huang, Y., Liu, Y., & Zheng, Z. (2023). General decay anti-synchronization of coupled delayed memristive neural networks. 在 Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023 (页码 142-147). (Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/YAC59482.2023.10401634

Li, Aobo ; Huang, Yanli ; Liu, Yan 等. / General decay anti-synchronization of coupled delayed memristive neural networks. Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023. Institute of Electrical and Electronics Engineers Inc., 2023. 页码 142-147 (Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023).

@inproceedings{0b13d17e01594edd95168c437f634b0c,

title = "General decay anti-synchronization of coupled delayed memristive neural networks",

abstract = "In this paper, the network models of coupled delayed memristive neural networks (CDMNNs) without and with delayed coupling are studied respectively. Firstly, according to the definitions of ψ-type stability and ψ -type function, the notion of general decay anti-synchronization (GDAS) is introduced. Secondly, by constructing Lyapunov functional, designing controller and using inequality techniques, the corresponding sufficient conditions that reaching GDAS for CDMNNs with and without delayed coupling are deduced. Thirdly, the validity of the results is proved by proper numerical simulation.",

keywords = "coupled delayed memristive neural networks, delayed coupling, general decay anti-synchronization",

author = "Aobo Li and Yanli Huang and Yan Liu and Zewei Zheng",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023 ; Conference date: 27-08-2023 Through 29-08-2023",

year = "2023",

doi = "10.1109/YAC59482.2023.10401634",

language = "英语",

series = "Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "142--147",

booktitle = "Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023",

address = "美国",

}

Li, A, Huang, Y, Liu, Y & Zheng, Z 2023, General decay anti-synchronization of coupled delayed memristive neural networks. 在 Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023. Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023, Institute of Electrical and Electronics Engineers Inc., 页码 142-147, 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023, Hefei, 中国, 27/08/23. https://doi.org/10.1109/YAC59482.2023.10401634

General decay anti-synchronization of coupled delayed memristive neural networks. / Li, Aobo; Huang, Yanli; Liu, Yan 等.
Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023. Institute of Electrical and Electronics Engineers Inc., 2023. 页码 142-147 (Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - General decay anti-synchronization of coupled delayed memristive neural networks

AU - Li, Aobo

AU - Huang, Yanli

AU - Liu, Yan

AU - Zheng, Zewei

PY - 2023

Y1 - 2023

N2 - In this paper, the network models of coupled delayed memristive neural networks (CDMNNs) without and with delayed coupling are studied respectively. Firstly, according to the definitions of ψ-type stability and ψ -type function, the notion of general decay anti-synchronization (GDAS) is introduced. Secondly, by constructing Lyapunov functional, designing controller and using inequality techniques, the corresponding sufficient conditions that reaching GDAS for CDMNNs with and without delayed coupling are deduced. Thirdly, the validity of the results is proved by proper numerical simulation.

AB - In this paper, the network models of coupled delayed memristive neural networks (CDMNNs) without and with delayed coupling are studied respectively. Firstly, according to the definitions of ψ-type stability and ψ -type function, the notion of general decay anti-synchronization (GDAS) is introduced. Secondly, by constructing Lyapunov functional, designing controller and using inequality techniques, the corresponding sufficient conditions that reaching GDAS for CDMNNs with and without delayed coupling are deduced. Thirdly, the validity of the results is proved by proper numerical simulation.

KW - coupled delayed memristive neural networks

KW - delayed coupling

KW - general decay anti-synchronization

UR - https://www.scopus.com/pages/publications/85185591018

U2 - 10.1109/YAC59482.2023.10401634

DO - 10.1109/YAC59482.2023.10401634

M3 - 会议稿件

AN - SCOPUS:85185591018

T3 - Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023

SP - 142

EP - 147

BT - Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023

Y2 - 27 August 2023 through 29 August 2023

ER -

Li A, Huang Y, Liu Y, Zheng Z. General decay anti-synchronization of coupled delayed memristive neural networks. 在 Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023. Institute of Electrical and Electronics Engineers Inc. 2023. 页码 142-147. (Proceedings - 2023 38th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023). doi: 10.1109/YAC59482.2023.10401634

General decay anti-synchronization of coupled delayed memristive neural networks

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