Synchronization for fractional-order discrete-time neural networks with time delays

作者:

Highlights:

• The inequality on Riemann-Liouville fractional difference is proved.

• Synchronization condition of FDTNNs without time delays is obtained based on comparison principle.

• Synchronization condition of FDTNNs with time delays is derived by Lyapunov direct method.

摘要

•The inequality on Riemann-Liouville fractional difference is proved.•Synchronization condition of FDTNNs without time delays is obtained based on comparison principle.•Synchronization condition of FDTNNs with time delays is derived by Lyapunov direct method.

论文关键词:Fractional-order,Synchronization,Time delays,Discrete-time neural networks

论文评审过程:Received 17 October 2019, Revised 13 December 2019, Accepted 15 December 2019, Available online 6 January 2020, Version of Record 6 January 2020.

论文官网地址:https://doi.org/10.1016/j.amc.2019.124995