Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays

Limei Su; Yanli Huang; Jinliang Wang

doi:10.1109/ICNC52316.2021.9608133

Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays

Limei Su
, Yanli Huang^*
, Jinliang Wang

^*Corresponding author for this work

Tiangong University

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

4 Scopus citations

Abstract

This paper studies anti-synchronization of multi-weighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with coupling delays. We derive a criterion for guaranteeing anti-synchronization of MWCCVDMNNs with coupling delays, by means of Lyapunov functional method and designing an appropriate controller. Moreover, a numerical example is given to verify the correctness of the obtained theoretical result.

Original language	English
Title of host publication	2021 International Conference on Neuromorphic Computing, ICNC 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	412-417
Number of pages	6
ISBN (Electronic)	9781665412872
DOIs	https://doi.org/10.1109/ICNC52316.2021.9608133
State	Published - 2021
Externally published	Yes
Event	2021 International Conference on Neuromorphic Computing, ICNC 2021 - Wuhan, China Duration: 15 Oct 2021 → 17 Oct 2021

Publication series

Name	2021 International Conference on Neuromorphic Computing, ICNC 2021

Conference

Conference	2021 International Conference on Neuromorphic Computing, ICNC 2021
Country/Territory	China
City	Wuhan
Period	15/10/21 → 17/10/21

Keywords

anti-synchronization
complex-valued neural networks
delayed memristive neural networks
multi-weighted

Access to Document

10.1109/ICNC52316.2021.9608133

Cite this

Su, L., Huang, Y., & Wang, J. (2021). Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays. In 2021 International Conference on Neuromorphic Computing, ICNC 2021 (pp. 412-417). (2021 International Conference on Neuromorphic Computing, ICNC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICNC52316.2021.9608133

Su, Limei ; Huang, Yanli ; Wang, Jinliang. / Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays. 2021 International Conference on Neuromorphic Computing, ICNC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 412-417 (2021 International Conference on Neuromorphic Computing, ICNC 2021).

@inproceedings{5a1d4ad56097430f90f7bead27a5f728,

title = "Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays",

abstract = "This paper studies anti-synchronization of multi-weighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with coupling delays. We derive a criterion for guaranteeing anti-synchronization of MWCCVDMNNs with coupling delays, by means of Lyapunov functional method and designing an appropriate controller. Moreover, a numerical example is given to verify the correctness of the obtained theoretical result.",

keywords = "anti-synchronization, complex-valued neural networks, delayed memristive neural networks, multi-weighted",

author = "Limei Su and Yanli Huang and Jinliang Wang",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 International Conference on Neuromorphic Computing, ICNC 2021 ; Conference date: 15-10-2021 Through 17-10-2021",

year = "2021",

doi = "10.1109/ICNC52316.2021.9608133",

language = "英语",

series = "2021 International Conference on Neuromorphic Computing, ICNC 2021",

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

pages = "412--417",

booktitle = "2021 International Conference on Neuromorphic Computing, ICNC 2021",

address = "美国",

}

Su, L, Huang, Y & Wang, J 2021, Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays. in 2021 International Conference on Neuromorphic Computing, ICNC 2021. 2021 International Conference on Neuromorphic Computing, ICNC 2021, Institute of Electrical and Electronics Engineers Inc., pp. 412-417, 2021 International Conference on Neuromorphic Computing, ICNC 2021, Wuhan, China, 15/10/21. https://doi.org/10.1109/ICNC52316.2021.9608133

Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays. / Su, Limei; Huang, Yanli; Wang, Jinliang.
2021 International Conference on Neuromorphic Computing, ICNC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 412-417 (2021 International Conference on Neuromorphic Computing, ICNC 2021).

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

TY - GEN

T1 - Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays

AU - Su, Limei

AU - Huang, Yanli

AU - Wang, Jinliang

PY - 2021

Y1 - 2021

N2 - This paper studies anti-synchronization of multi-weighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with coupling delays. We derive a criterion for guaranteeing anti-synchronization of MWCCVDMNNs with coupling delays, by means of Lyapunov functional method and designing an appropriate controller. Moreover, a numerical example is given to verify the correctness of the obtained theoretical result.

AB - This paper studies anti-synchronization of multi-weighted coupled complex-valued delayed memristive neural networks (MWCCVDMNNs) with coupling delays. We derive a criterion for guaranteeing anti-synchronization of MWCCVDMNNs with coupling delays, by means of Lyapunov functional method and designing an appropriate controller. Moreover, a numerical example is given to verify the correctness of the obtained theoretical result.

KW - anti-synchronization

KW - complex-valued neural networks

KW - delayed memristive neural networks

KW - multi-weighted

UR - https://www.scopus.com/pages/publications/85123423759

U2 - 10.1109/ICNC52316.2021.9608133

DO - 10.1109/ICNC52316.2021.9608133

M3 - 会议稿件

AN - SCOPUS:85123423759

T3 - 2021 International Conference on Neuromorphic Computing, ICNC 2021

SP - 412

EP - 417

BT - 2021 International Conference on Neuromorphic Computing, ICNC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 International Conference on Neuromorphic Computing, ICNC 2021

Y2 - 15 October 2021 through 17 October 2021

ER -

Su L, Huang Y, Wang J. Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays. In 2021 International Conference on Neuromorphic Computing, ICNC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 412-417. (2021 International Conference on Neuromorphic Computing, ICNC 2021). doi: 10.1109/ICNC52316.2021.9608133

Anti-synchronization of Multi-Weighted Coupled Complex-Valued Delayed Memristive Neural Networks with Coupling Delays

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this