Delay-dependent stability criterion for delayed Hopfield neural networks |
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Authors: | Yanhong Jiang Bin Yang Jincheng Wang Cheng Shao |
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Affiliation: | aDepartment of Automation, Dalian University of Technology, Dalian 116023, PR China |
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Abstract: | In this paper, a new Lyapunov–Krasovskii functional is constructed for delayed Hopfield neural networks, and several free-weighting matrices and S-procedure are employed to derive the delay-dependent stability criterion. The derived criterion is formulated in terms of linear matrix inequality (LMI). A numerical example is given to demonstrate the effectiveness and less conservativeness of the presented criterion. |
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