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Neural Network Synchronization with Uncertain Coupling Delay Function

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Proceedings of the Thirteenth International Conference on Management Science and Engineering Management (ICMSEM 2019)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1001))

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Abstract

The goal of this paper is to introduce a two-layer neural network with uncertain  coupling delay function. We will consider the sustainability of the network by obtaining some assumptions. It also obtains the conditions for the parameter, which is stable for the optimum value of the system. The controller used in this research is an adaptive control, which is designed on the basis of the Lyapunov function to make the network stable. We simulate the model using MATLAB with Simulink. We conclude that the simulation results are an emphasis on the method’s efficiency.

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Author information

Authors and Affiliations

  1. Department of Mathematics, Faculty of Mathematical Science and Statistics University of Birjand, Birjand, Iran

    Zahra Mohammadzadeh & Asadollah Mahmoudzadeh Vaziri

Authors
  1. Zahra Mohammadzadeh
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  2. Asadollah Mahmoudzadeh Vaziri
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Corresponding author

Correspondence to Asadollah Mahmoudzadeh Vaziri .

Editor information

Editors and Affiliations

  1. Business School, Sichuan University, Chengdu, China

    Jiuping Xu

  2. Department of Mathematics and Statistics, Brock University on McMaster, Hamilton, ON, Canada

    Syed Ejaz Ahmed

  3. Department of Management, Monash University, Melbourne, VIC, Australia

    Fang Lee Cooke

  4. Academy of Sciences of Moldova, Chisinau, Moldova

    Gheorghe Duca

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Mohammadzadeh, Z., Mahmoudzadeh Vaziri, A. (2020). Neural Network Synchronization with Uncertain Coupling Delay Function. In: Xu, J., Ahmed, S., Cooke, F., Duca, G. (eds) Proceedings of the Thirteenth International Conference on Management Science and Engineering Management. ICMSEM 2019. Advances in Intelligent Systems and Computing, vol 1001. Springer, Cham. https://doi.org/10.1007/978-3-030-21248-3_15

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