Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order

作者:Weiwei Zhang, Hongyong Zhao, Chunlin Sha, Yuan Wang

摘要

In this article, the finite time (FT) synchronization problem of fractional order quaternion valued neural networks with time delay is investigated. Without separating the quaternion valued system into two complex valued or four real valued systems, the FT synchronization conditions are derived through using Lyapunov direct method. Furthermore, the setting time is estimated, which is influenced by the order of fractional derivative and control parameters. Finally, numerical simulations are shown to verify the effectiveness of the proposed methods.

论文关键词:Fractional order quaternion valued neural networks, Finite time synchronization, Time delay, Feedback control

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论文官网地址:https://doi.org/10.1007/s11063-021-10551-5