Finite-Time Synchronization of Clifford-Valued Neural Networks With Infinite Distributed Delays and Impulses

Autor: N. Boonsatit, R. Sriraman, T. Rojsiraphisal, C. P. Lim, P. Hammachukiattikul, G. Rajchakit
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: IEEE Access, Vol 9, Pp 111050-111061 (2021)
Druh dokumentu: article
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3102585
Popis: We study the issue of finite-time synchronization pertaining to a class of Clifford-valued neural networks with discrete and infinite distributed delays and impulse phenomena. Since multiplication of Clifford numbers is of non-commutativity, we decompose the original $n$ -dimensional Clifford-valued drive and response systems into the equivalent $2^{m}$ -dimensional real-valued counterparts. We then derive the finite-time synchronization criteria concerning the decomposed real-valued drive and response models through new Lyapunov-Krasovskii functional and suitable controller as well as new computational techniques. We also demonstrate the usefulness of the results through a simulation example.
Databáze: Directory of Open Access Journals