On Synchronization of Coupled Fractional-Order Neural Networks in Finite-Time Sense
Minglin Xu, Yunliu Li, Peng Liu, Peizhao Yu, Sanyi Li, Junwei Sun · 2021
This paper focuses on the synchronization of coupled fractional-order neural networks with time-varying delays in finite-time sense. By introducing an effective controller, the synchronization of coupled fractional-order neural networks is realized in finite time, and a settling time can be estimated. Moreover, sufficient criteria are deduced to ensure the realization of synchronization in finite-time sense. The results of this paper are general and are also applicable for the synchronization of integer-order neural networks. Finally, a numerical example is provided to verify the correctness and validity of the theoretical results.