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Dynamic Analysis of Fractional-Order Fuzzy BAM Neural Networks with Delays in the Leakage Terms

Dynamic Analysis of Fractional-Order Fuzzy BAM Neural Networks with Delays in the Leakage Terms

作     者:Pan Wang Jianwei Shen 

作者机构:Applied Mathematics Xuchang University Xuchang China 

出 版 物:《Applied Mathematics》 (应用数学(英文))

年 卷 期:2017年第8卷第12期

页      面:1808-1819页

学科分类:07[理学] 0701[理学-数学] 070101[理学-基础数学] 

主  题:Fractional-Order Fuzzy BAM Neural Networks Uniform Stability Delay Leakage Terms 

摘      要:In this paper, based on the theory of fractional-order calculus, we obtain some sufficient conditions for the uniform stability of fractional-order fuzzy BAM neural networks with delays in the leakage terms. Moreover, the existence, uniqueness and stability of its equilibrium point are also proved. A numerical example is presented to demonstrate the validity and feasibility of the proposed results.

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