Volume 14, Number 5, 2024, Pages - DOI:10.11948/JAAC-2022-0447 |
Pseudo almost periodic solution of fractional-order Clifford-valued high-order Hopfield neural networks |
Nina Huo,Yongkun Li |
Keywords:Fractional-order calculus High-order Hopfield neural network Clifford algebra Pseudo almost periodic solution Finite-time stability. |
Abstract: |
In this work, based on the principle of contraction mapping, we deduce sufficient conditions ensuring the existence of pseudo almost periodic solutions of fractional-order Clifford-valued high-order Hopfield neural networks (FCHHNNs). In addition, we employ a kind of Gronwall inequality to study the finite-time stability of pseudo almost periodic solutions of FCHHNNs. The results and methods of our paper are new. Finally, we give a numerical example to illustrate the effectiveness of the results obtained. |
PDF Download reader
|
|
|
|