Robust synchronization analysis of delayed fractional order neural networks with uncertain parameters

Autor: Xinxin Zhang, Yunpeng Ma, Shan Gao, Jiancai Song, Lei Chen
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: AIMS Mathematics, Vol 7, Iss 10, Pp 18883-18896 (2022)
Druh dokumentu: article
ISSN: 2473-6988
DOI: 10.3934/math.20221040?viewType=HTML
Popis: This paper is concerned with the robust synchronization analysis of delayed fractional order neural networks with uncertain parameters (DFNNUPs). Firstly, the DFNNUPs drive system model and response system model are established. Secondly, using multiple matrix quadratic Lyapunov function approach and inequality analysis technique, the robust synchronization conditions are derived in the form of the matrix inequalities. Finally, the correctness of the theoretical results is verified by an example.
Databáze: Directory of Open Access Journals