Hybrid Projective Synchronization of Fractional-order Neural Networks with Different Dimensions
Zhanying Yang, Jingwen Li, Xiaoyun Tang, Yanqing Niu · Journal of the Physical Society of Japan · 2019
This paper is concerned with the problem of hybrid projective synchronization between two fractional-order neural networks with the order lying in the interval \((1,2)\). The coupled networks have different dimensions and contain time-varying connection synaptic weight matrices. By using the generalized Gronwall inequality and some properties of Mittag–Leffler functions, a sufficient condition is derived to realize the hybrid projective synchronization of coupled networks based on feedback control. Finally, two kinds of numerical examples are provided to verify the feasibility and effectiveness of theoretical results.