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- Title
Exponential Lag Synchronization of Memristive Neural Networks with Reaction Diffusion Terms via Neural Activation Function Control and Fuzzy Model.
- Authors
Liu, Yicheng; Liao, Xiaofeng; Li, Chuandong
- Abstract
This paper is concerned with the problem of exponential lag synchronization of memristive neural networks with reaction diffusion terms via neural activation function control and fuzzy model. An memristor‐based circuit which exhibits the feature of pinched hysteresis is introduced and further, the memristive neural networks with reaction diffusion terms and such system containing fuzzy model are described at length, respectively. By utilizing the Lyapunov functional method and the neural activation function controller depending on the output of the system in the case of packed circuits, some concise conditions are acquired to guarantee the slave systems exponential lag synchronized with the master systems. Finally, several simulated examples are also presented to demonstrate the correctness of the theoretical results.
- Subjects
SYNCHRONIZATION; TERMS &; phrases; FUZZY systems; HYSTERESIS; PACKED beds (Chemical industry)
- Publication
Asian Journal of Control, 2020, Vol 22, Issue 1, p346
- ISSN
1561-8625
- Publication type
Article
- DOI
10.1002/asjc.1862