Exponential Synchronization Control of Neural Networks with Time-Delays and Markovian Jumping Parameters

Yuqing Sun,Yiming Gan,Xin Zhang,Wuneng Zhou,Yiyuan Zheng,Lifei Yang,Xiangwu Ding

doi:10.1007/978-981-13-2288-4_52

Exponential Synchronization Control of Neural Networks with Time-Delays and Markovian Jumping Parameters

Yuqing Sun, Yiming Gan + Show 5 more

https://doi.org/10.1007/978-981-13-2288-4_52

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Publication Date: Oct 6, 2018

Affiliation: Donghua University, Zhongnan University of Economics and Law

#Markovian Jumping Parameters #Synchronization Control Of Neural Networks + Show 8 more

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Abstract

In this paper, the exponential synchronization control is considered for neural networks with time-delays and Markovian jumping parameters. The jumping parameters are modeled as continuous-time finite-state Markov chain. By resorting to the Lyapunov functional method, a linear matrix inequality (LMI) approach is developed to derive the synchronization required. Simulations with Matlab verify the effectiveness of the proposes criteria.

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