New delay-dependent robust stability criterion for neutral stochastic neural networks with time delays

• Published in: 2009 International Conference on Machine Learning and Cybernetics Vol. 2; pp. 1145 - 1149
• Main Authors: Qiu-Ji Qing, Hai-Kuo He, Duo-Ming Xi, Ji-Yong Lu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2009
• Subjects: Cybernetics; Delay effects; delay-dependent; Machine learning; Neural networks; Neutral; Robust stability; stochastic; Stochastic processes

In this paper, the problem of delay-dependent robust stability for uncertain neutral stochastic neural networks with time delays is considered. Based on Lyapunov stability theory combined with linear matrix inequalities (LMIs) techniques, some new delay-dependent stability conditions in terms of LMI...