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The globally asymptotic stability analysis for a class of recurrent neural networks with delays

✍ Scribed by Xingguo Song, Haibo Gao, Liang Ding, Deyou Liu…


Book ID
120913707
Publisher
Springer-Verlag
Year
2012
Tongue
English
Weight
699 KB
Volume
22
Category
Article
ISSN
0941-0643

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Global asymptotic stability for a class
✍ Yi-You Hou; Teh-Lu Liao; Jun-Juh Yan 📂 Article 📅 2007 🏛 Elsevier Science 🌐 English ⚖ 171 KB

This paper investigates the global asymptotic stability (GAS) for a class of nonlinear neural networks with multiple delays. Based on Lyapunov stability theory and the linear matrix inequality (LMI) technique, a less conservative delay-dependent stability criterion is derived. The present result is