具有随机扰动项和混合时滞的神经网络在有限时间内的控制同步

摘要

We study the synchronization of neural networks with stochastic perturbation term and mixed time delays in finite time.By Lyapunov stability theory,the theory of stochastic differential equation,the It(o)'s formula and some inequality methods,a new and useful sufficient condition on the in finite synchronization are obtained based on p-norm.%研究一类具有随机扰动项和混合时滞的神经网络在有限时间内的控制同步.通过李雅普诺夫稳定性理论、随机微分方程理论、伊藤公式以及一些不等式方法,在p-范数下得到了新的有限时间内同步的充分条件.