✦ LIBER ✦

Global exponential stability analysis for cellular neural networks with variable coefficients and delays

✍ Scribed by Yonggui Kao; Cunchen Gao

Publisher: Springer-Verlag
Year: 2007
Tongue: English
Weight: 193 KB
Volume: 17
Category: Article
ISSN: 0941-0643
DOI: 10.1007/s00521-007-0121-y

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Global stability of cellular neural netw

Global stability of cellular neural networks with constant and variable delays

✍ Xue Mei Li; Li Hong Huang; Huiyan Zhu 📂 Article 📅 2003 🏛 Elsevier Science 🌐 English ⚖ 138 KB

This paper gives new conditions ensuring global asymptotic stability and global exponential stability for cellular neural networks with constant delay and variable delay, respectively. These conditions are derived by using the essence of piecewise linearity of the output function of cellular neural

Global exponential stability for impulsi

Global exponential stability for impulsive cellular neural networks with time-varying delays

✍ Shair Ahmad; Ivanka M. Stamova 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 245 KB

In this paper, we study the problem of global exponential stability for cellular neural networks (CNN) with time-varying delays and fixed moments of impulsive effect. We establish several stability criteria by employing Lyapunov functions and the Razumikhin technique.

New conditions for global exponential st

New conditions for global exponential stability of cellular neural networks with delays

✍ Hongyong Zhao; Jinde Cao 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 245 KB

New LMI conditions for global exponentia

New LMI conditions for global exponential stability of cellular neural networks with delays

✍ Ling Chen; Hongyong Zhao 📂 Article 📅 2009 🏛 Elsevier Science 🌐 English ⚖ 353 KB

On global exponential stability for impu

On global exponential stability for impulsive cellular neural networks with time-varying delays

✍ Ivanka M. Stamova; Rajcho Ilarionov 📂 Article 📅 2010 🏛 Elsevier Science 🌐 English ⚖ 295 KB

In this paper, the problem of global exponential stability for cellular neural networks (CNNs) with time-varying delays and fixed moments of impulsive effect is studied. A new sufficient condition has been presented ensuring the global exponential stability of the equilibrium points by using piecewi

Global exponential stability of a class

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

✍ W. Zheng; J. Zhang 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 441 KB

In this paper, the conditions ensuring existence, uniqueness, and global exponential stability of the equilibrium point of a class of neural networks with variable delays are studied. Without assuming global Lipschitz conditions on these activation functions, applying idea of vector Lyapunov functio