New asymptotic stability criteria for neural networks with time-varying delay

作者：Tian, Junkang^*; Xie, Xiangjun

来源：Physics Letters, Section A: General, Atomic and Solid State Physics , 2010, 374(7): 938-943.

DOI：10.1016/j.physleta.2009.12.020

• Delay-dependent stability
• Neural networks
• Time-varying delay
• Linear matrix inequality (LMI)

The problem of delay-dependent asymptotic stability criteria for neural networks with time-varying delay is investigated. A new class of Lyapunov functional is constructed to derive some new delay-dependent stability criteria. The obtained criterion are less conservative because free-weighting matrices method and a convex optimization approach are considered. Finally, numerical examples are given to demonstrate the effectiveness of the proposed method.

• 出版日期2010-2-1
• 单位西南石油大学