An improved global exponential stability criterion for delayed neural networks

作者：Liu, Kaiyu^*; Zhang, Hongqiang

来源：Nonlinear Analysis: Real World Applications , 2009, 10(4): 2613-2619.

DOI：10.1016/j.nonrwa.2008.04.011

• Global exponential stability
• Neural networks
• Linear matrix inequality
• Halanay inequality
• Bellman inequality

Based on Lyapunov-Krasovskii stability theory and the linear matrix inequality (LMI) technique, a criterion is derived to guarantee the global exponential stability of the class of delayed neural networks with time-varying delays, which generalizes and improves previous results. Numerical examples demonstrate the effectiveness of the criterion.

• 出版日期2009-8
• 单位长沙理工大学; 湖南大学