Delay-dependent exponential stability of delayed neural networks with time-varying delay

作者：He Yong^*; Wu Min; She Jin Hua

来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53(7): 553-557.

DOI：10.1109/TCSII.2006.876385

• delay-dependent criterion
• exponential stability
• free-weighting matrix approach
• linear matrix inequality (LMI)
• neural networks

In this brief, free-weighting matrices are employed to express the relationship between the terms in the Leibniz-Newton formula; and based on that relationship, a new delay-dependent exponential-stability criterion is derived for delayed neural networks with a time-varying delay. Two numerical examples demonstrate the improvement this method provides over existing ones.

• 出版日期2006-7
• 单位中南大学