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.