Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays

作者:Dawei Ding, Xiaolei Yao, Hongwei Zhang

摘要

In this paper, the complex projection synchronization problem of fractional-order complex-valued memristive neural networks is investigated, in which the projection factor is set to complex value and multiple time delays are considered. Under the framework of set-valued mapping and differential inclusion theory, a hybrid control strategy is designed to analyze the complex projection synchronization problem of the system. Moreover, some criterion to ensure the synchronization of drive response network is obtained by applying the stability theorem and comparison principle of the fractional order systems with multiple time delays. Finally, numerical simulation example is provided to verify the correctness and effectiveness of the complex projection synchronization strategy.

论文关键词:Multiple delays, Memristor, Complex-valued neural network, Complex projection synchronization, Fractional-order

论文评审过程:

论文官网地址:https://doi.org/10.1007/s11063-019-10093-x