Stability analysis of fractional-order complex-valued neural networks with both leakage and discrete delays
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摘要
In this paper, the problem of uniform stability for fractional-order complex-valued neural networks with both leakage and discrete delays is considered. Base on the contracting mapping principle, a sufficient condition is proposed for the existence and uniqueness of the equilibrium point of the addressed neural networks. By employing analysis technique, some delay-dependent criteria are established for checking the global uniform stability of the fractional-order complex-valued neural networks. Two numerical examples are presented to demonstrate the validity and feasibility of the proposed results.
论文关键词:Fractional-order complex-valued neural networks,Uniform stability,Leakage delay,Discrete delay
论文评审过程:Received 6 July 2016, Revised 17 November 2016, Accepted 21 November 2016, Available online 3 December 2016, Version of Record 3 December 2016.
论文官网地址:https://doi.org/10.1016/j.amc.2016.11.027