Mittag-Leffler stability and asymptotic ω-periodicity of fractional-order inertial neural networks with time-delays

[摘要] In this paper, the stability for a class fractional-order inertial neural networks with time-delay are investigated. Moreover, some sufficient conditions for the Mittag-Leffler stability and the asymptotical omega-periodicity are obtained, by the appropriate transformation, using the property of the Riemann-Liouville fractional integral and derivative. In the end, results of the theoretical derivation are verified by virtue of two numerical simulation examples. (C) 2021 The Author. Published by Elsevier B.V.

[发布日期] 2021-11-20

[关键词] Fractional-order;Inertial neural networks;Variable substitution;Mittag-Leffler stability;Asymptotical w-periodicity