ASYMPTOTICAL STABILITY OF NON-AUTONOMOUS DISCRETE-TIME NEURAL NETWORKS WITH GENERALIZED INPUT-OUTPUT FUNCTION

In this paper, we first introduce the model of discrete-time neural networkswith generalized input--output function and present a proof of the existence of afixed point by Schauder fixed-point principle. Secondly, we study the uniformlyasymptotical stability of equilibrium in non-autonomous discrete--time neuralnetworks and give some sufficient conditions that guarantee the stability of itby using the converse theorem of Lyapunov function. Finally, several examplesand numerical simulations are given to illustrate and reinforce our theories.     

TYPES AND CRITERIA OF NONOSCILLATORY SOLUTIONS FOR A CLASS OF SECOND ORDER NEUTRAL FUNCTIONAL DIFFERENTIAL EQUATIONS WITH NONPOSITIVE COEFFICIENTS

In this paper we discuss the types and criteria of nonoscillatory solutions for the fol-lowing second order neutral functional differential equation with nonpositive coefficients     

二阶具有非正系数的NFDE与RFDE的非振动解类型与判别

本文讨论二阶具有非正系数的中立型与滞后型泛函微分方程,给出了这些方程的非振动解的类型以及判别条件。 对于cO情形(中立型),本文给出了四种S~*类的非振动解:对于|c|相似文献   

THE NEIGHBORHOOD IN STABILIZING HIGHER PERIOD ORBITS FOR DISCRETE CHAOTIC DYNAMICS

1IntroductiollConsiderableattentionhasbeenpaidrecentlytothecontrolofchaoticsystem.Inthispaper,weuseappropriateperturbation(localfeedbackcontrol)tostabilizetheunstablehigherperiodicorbitswhichispresentedbyPaskatoet.al.[8].Ouraimistoinitiallypresenttheestimationofneighborhoodofaperiod-porbitinwhichthecontrolledsystemremainsstable.ConsiderthenonlineardiscretedynamicalsystemwherexuER'isthestatevariable,N4={no,no l,''3no6NU{0}},andfeC'(NAxR',R').Let2beperiod-ppoint,i.e.fi(n,~)=2,then{2,f(n,2)…     

Consensus problems of multi-agent systems with noise perturbation

In this paper, by using the stability theory of stochastic differential equations, the average-consensus problem with noise perturbation is investigated. It is analytically proved that the consensus could be achieved with a probability of one. Furthermore, numerical examples are taken to illustrate the effectiveness of the theoretical result.     

Absolute Stability of Lurie type Control System with Functional Equations

In this paper,We give some sufficient conditions for absolute stability of the following controlsystems:We modify and generalize Theorems 2 and 4 in the paper[1]of A.Somolinos.     

瞬时混沌神经网络的混沌动力学

首先利用"不可分意味着混沌"从理论上证明了一维瞬时混沌神经网络在一定的条件下按Li-Yorke意义是混沌的;特别地,进一步推出了混沌神经网络按Li-Yorke意义是混沌的充分条件,而这将从理论上证明Aihara等人通过数值计算所得结论;最后,为说明前面的结论给出了一个例子及其数值计算的结果。     

中立型微分差分方程和常微分方程的稳定性等价问题

<正> 在[1]中已研究了(1)与(2)之间稳定性的等价问题.本文继续[1]的研究得到了下面的一些结果.首先改进了[1]中的中立型线性系统的等价问题的滞量估计式,并由此得到了时滞系统等价问题中滞量估计的充要条件.此外,对于线性系统的第一临界情形,用特征空间的分解给出等价定理的滞量估计式,并且对于带有非线性扰动项的中立型系统的等价问题,本文也建立了滞量的估计式.所考虑的非线性扰动项包括相当广泛的一类泛函,不仅给出零解渐近稳定的充分条件,而且给出了解的估计式.     

带有多个滞量的中立型微分差分方程解的振动性

本文讨论带有几个常滞量或一个变滞量的一阶线性中立型微分差分方程并给出了上述方程振动的一些充分性判据。     

具有带头鼓掌者的掌声同步

研究了具有带头鼓掌者的掌声同步问题,在掌声传播的时滞对观众有无明显影响的两种情形下给出了掌声同步的充分条件.理论结果不仅说明了人们日常生活中观察到的现象:在上座率高的剧场内更容易听到有节奏的掌声,而且也得到了一个与人们直觉不同的结论:即使在很大的剧场内一位带头鼓掌者就足以带领所有观众以相同的节奏鼓掌.仿真示例验证了理论结果的正确性. 关键词： 同步 时滞 稳定性