Global exponential stability of a class of neural networks with unbounded delays

• Published in: Український математичний журнал
• Date: 2008
• Main Authors: Tran Thi Loan, Duong Anh Tuan
• Format: Article
• Language: English
• Published: Інститут математики НАН України 2008
• Subjects: Статті
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/164766
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Global exponential stability of a class of neural networks with unbounded delays / Tran Thi Loan, Duong Anh Tuan // Український математичний журнал. — 2008. — Т. 60, № 10. — С. 1401–1413. — Бібліогр.: 15 назв. — англ.

In this paper, the global exponential stability of a class of neural networks is investigated. The neural networks contain variable and unbounded delays. By constructing a suitable Lyapunov function and using the technique of matrix analysis, some new sufficient conditions on the global exponentia...