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

被引：27
|
作者：
Ding, Dawei [1 ]
Yao, Xiaolei [1 ]
Zhang, Hongwei [1 ]
机构：
[1] Anhui Univ, Sch Elect & Informat Engn, Hefei 230601, Peoples R China
来源：
NEURAL PROCESSING LETTERS | 2020年 / 51卷 / 01期
关键词：
Multiple delays; Memristor; Complex-valued neural network; Complex projection synchronization; Fractional-order; STABILITY ANALYSIS; DISCRETE;
D O I：
10.1007/s11063-019-10093-x
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
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.
引用
收藏
页码：325 / 345
页数：21
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