1. New criteria on global Mittag-Leffler synchronization for Caputo-type delayed Cohen-Grossberg Inertial Neural Networks.
- Author
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Hongmei Zhang, Xiangnian Yin, Hai Zhang, and Weiwei Zhang
- Subjects
SYNCHRONIZATION ,NEURAL circuitry ,CONSERVATISM ,CALCULUS - Abstract
Our focus of this paper is on global Mittag-Leffler synchronization (GMLS) of the Caputotype Inertial Cohen-Grossberg Neural Networks (ICGNNs) with discrete and distributed delays. This model takes into account the inertial term as well as the two types of delays, which greatly reduces the conservatism with respect to the model. A change of variables transforms the 2β order inertial frame into β order ordinary frame in order to deal with the effect of the inertial term. In the following steps, two novel types of delay controllers are designed for the purpose of reaching the GMLS. In conjunction with the novel controllers, utilizing differential mean-value theorem and inequality techniques, several criteria are derived to determine the GMLS of ICGNNs within the framework of Caputo-type derivative and calculus properties. At length, the feasibility of the results is further demonstrated by two simulation examples. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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