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Network-based synchronous control of memristive neural networks with denial of service attacks
Conference proceeding

Network-based synchronous control of memristive neural networks with denial of service attacks

Xinyu Cai, Yijun Zhang and Zhcnpeng Jiang
Chinese Control Conference, Vol.2020-, pp.7522-7527
Chinese Control Conference
01/01/2020

Abstract

Automation & Control Systems Science & Technology Technology
This letter is concerned with the issue of global asymptotically synchronization of two neural networks with the denial of service attacks in the communication channels. The memristive neural networks which are with memory, adaptability and high parallel processing ability are considered, A master-slave framework with networks attacks are proposed. Compared with the prior literatures, the DoS attack, which can destroy the network conununication, has been modeled by Bernoulli distributed variable. Some sufficient conditions are derived to ensure the synchronization of networks by using Lyapunov function approach. Finally, a numerical example is given to illustrate the effectiveness of obtained results.

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