摘要
进一步研究带有时滞的细胞神经网络的全局指数稳定性.允许模型带有不可微和无限制的信号函数,利用线性矩阵不等式(LMI)方法和同胚定理证明了平衡点的存在和唯一性,而且导出了这个网络的全局指数稳定性的一些新的充分条件.
In this paper, cellular neural networks model with delays was investigated. The models including nondifferentiable and unbounded signal function are permitted, and hnear matrix inequality （LMI） framework and Homeomorphism theorem were used to prove the existence and uniqueness of the equilibrium. Some new sufficient conditions ensuring global exponential stability of the networks were derived.
出处
《佳木斯大学学报（自然科学版）》
CAS
2009年第3期454-456,467,共4页
Journal of Jiamusi University：Natural Science Edition
关键词
平衡点
全局指数稳定性
线性矩阵不等式
equilibrium point
global exponential stability
linear matrix inequality
