Passivity and Synchronization of Multiple Multi-Delayed Neural Networks via Impulsive Control
Joint Authors
Yang, Zhichun
Wang, Yong
Liu, Tonglai
Tang, Hong-An
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-07-18
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper is concerned with the passivity and synchronization for multiple multi-delayed neural networks (MMDNNs) under impulsive control.
To ensure the passivity, input strict passivity, and output strict passivity in MMDNNs, a suitable impulsive controller is designed.
Moreover, an impulsive time-dependent Lyapunov functional is exploited to obtain the synchronization criterion of MMDNNs, where the criterion is formulated by linear matrix inequalities.
Numerical examples are given to verify the validity of the theoretical results.
American Psychological Association (APA)
Wang, Yong& Yang, Zhichun& Liu, Tonglai& Tang, Hong-An. 2020. Passivity and Synchronization of Multiple Multi-Delayed Neural Networks via Impulsive Control. Discrete Dynamics in Nature and Society،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1153233
Modern Language Association (MLA)
Wang, Yong…[et al.]. Passivity and Synchronization of Multiple Multi-Delayed Neural Networks via Impulsive Control. Discrete Dynamics in Nature and Society No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1153233
American Medical Association (AMA)
Wang, Yong& Yang, Zhichun& Liu, Tonglai& Tang, Hong-An. Passivity and Synchronization of Multiple Multi-Delayed Neural Networks via Impulsive Control. Discrete Dynamics in Nature and Society. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1153233
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1153233
