Mean square exponential stability of uncertain stochastic delayed neural networks

作者：Chen, Wu Hua^*; Lu, Xiaomei

来源：Physics Letters A, 2008, 372(7): 1061-1069.

DOI：10.1016/j.physleta.2007.09.009

• neural networks
• linear matrix inequality (LMI)
• mean square exponential stability
• delay-dependent criteria

This Letter concerns with the mean square exponential stability of uncertain stochastic delayed neural networks. By applying Lyapunov functional method, new delay-dependent/independent mean square exponential stability criteria are derived in terms of linear matrix inequalities. Two examples are presented which show our result are less conservative than the existing stability criteria.

• 出版日期2008-2-11
• 单位广西大学