Exponential Antisynchronization Control of Stochastic Memristive Neural Networks with Mixed Time-Varying Delays Based on Novel Delay-Dependent or Delay-Independent Adaptive Controller
Joint Authors
Wang, Weiping
Luo, Xiong
Yu, Minghui
Liu, Linlin
Yuan, Manman
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-03-27
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
The global exponential antisynchronization in mean square of memristive neural networks with stochastic perturbation and mixed time-varying delays is studied in this paper.
Then, two kinds of novel delay-dependent and delay-independent adaptive controllers are designed.
With the ability of adapting to environment changes, the proposed controllers can modify their behaviors to achieve the best performance.
In particular, on the basis of the differential inclusions theory, inequality theory, and stochastic analysis techniques, several sufficient conditions are obtained to guarantee the exponential antisynchronization between the drive system and response system.
Furthermore, two numerical simulation examples are provided to the validity of the derived criteria.
American Psychological Association (APA)
Yu, Minghui& Wang, Weiping& Luo, Xiong& Liu, Linlin& Yuan, Manman. 2017. Exponential Antisynchronization Control of Stochastic Memristive Neural Networks with Mixed Time-Varying Delays Based on Novel Delay-Dependent or Delay-Independent Adaptive Controller. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1192309
Modern Language Association (MLA)
Yu, Minghui…[et al.]. Exponential Antisynchronization Control of Stochastic Memristive Neural Networks with Mixed Time-Varying Delays Based on Novel Delay-Dependent or Delay-Independent Adaptive Controller. Mathematical Problems in Engineering No. 2017 (2017), pp.1-16.
https://search.emarefa.net/detail/BIM-1192309
American Medical Association (AMA)
Yu, Minghui& Wang, Weiping& Luo, Xiong& Liu, Linlin& Yuan, Manman. Exponential Antisynchronization Control of Stochastic Memristive Neural Networks with Mixed Time-Varying Delays Based on Novel Delay-Dependent or Delay-Independent Adaptive Controller. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1192309
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1192309