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Global Synchronization of Reaction-Diffusion Fractional-Order Memristive Neural Networks with Time Delay and Unknown Parameters
Joint Authors
Ren, Guojian
Sun, Wenjiao
Hai, Xudong
Yu, Yongguang
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-05-31
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper investigated the global synchronization of fractional-order memristive neural networks (FMNNs).
To deal with the effect of reaction-diffusion and time delay, fractional partial and comparison theorem are introduced.
Based on the set value mapping theory and Filippov solution, the activation function is extended to discontinuous case.
Adaptive controllers with a compensator are designed owing to the existence of unknown parameters, with the help of Gronwall–Bellman inequality.
Numerical simulation examples demonstrate the availability of the theoretical results.
American Psychological Association (APA)
Sun, Wenjiao& Ren, Guojian& Yu, Yongguang& Hai, Xudong. 2020. Global Synchronization of Reaction-Diffusion Fractional-Order Memristive Neural Networks with Time Delay and Unknown Parameters. Complexity،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1141811
Modern Language Association (MLA)
Sun, Wenjiao…[et al.]. Global Synchronization of Reaction-Diffusion Fractional-Order Memristive Neural Networks with Time Delay and Unknown Parameters. Complexity No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1141811
American Medical Association (AMA)
Sun, Wenjiao& Ren, Guojian& Yu, Yongguang& Hai, Xudong. Global Synchronization of Reaction-Diffusion Fractional-Order Memristive Neural Networks with Time Delay and Unknown Parameters. Complexity. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1141811
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1141811