Stability analysis for Cohen-Grossberg neural networks with time-varying delays via LMI approach

作者：Lien Chang Hua^*; Yu Ker Wei; Lin Yen Feng; Chang Hao Chin; Chung Yeong Jay

来源：Expert Systems with Applications, 2011, 38(5): 6360-6367.

DOI：10.1016/j.eswa.2010.11.103

• Global asymptotic stability
• Delay-dependent criterion
• Delay-independent criterion
• Delayed Cohen-Grossberg neural networks

The global asymptotic stability for a class of Cohen-Grossberg neural networks (CGNNs) with time-varying delays is investigated. Delay-independent and delay-dependent stability criteria are proposed to guarantee the robust stability and uniqueness of equilibrium point of CGNNs via LMI approach. Some numerical examples are illustrated to show the effectiveness of our results.

• 出版日期2011-5