Output Synchronization of Coupled Fractional-Order Neural Networks With Multiple Weights
Yi-Tong Lin, Jin-Liang Wang, Chenguang Liu, Yanli Huang · 2022 41st Chinese Control Conference (CCC) · 2022
This paper discusses the output synchronization for coupled fractional-order neural networks with multiple weights (CFONNMWs). Firstly, the output synchronization problem for CFONNMWs is analyzed by utilizing the properties of Mittag-Leffler functions and the Laplace transform. Moreover, an output synchronization criterion of CFONNMWs with uncertain parameters is also derived on the basis of the Lyapunov functional method and several inequality techniques. Finally, two examples are provided to verify the effectiveness of the obtained results.