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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
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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. 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.
机构地区 Applied Mathematics
出处 《Applied Mathematics》 2017年第12期1808-1819,共12页 应用数学(英文)
关键词 FRACTIONAL-ORDER Fuzzy BAM Neural Networks UNIFORM Stability Delay LEAKAGE TERMS Fractional-Order Fuzzy BAM Neural Networks Uniform Stability Delay Leakage Terms

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