一类切换时滞神经网络的有限时间无源性

Finite-time Passivity for A Class of Switching Delay Neural Networks

为了研究切换拓扑下的时滞神经网络有限时间无源性,通过设计状态依赖型切换信号和控制器的方法,得到在切换拓扑下的时滞神经网络具有有限时间无源性的结论,进而得到有限时间镇定的结论。当2个时滞神经网络系统都具有有限时间无源性时,通过设计切换信号的方法,得到它们的反馈互联系统具有有限时间无源性的结论,通过数值例子验证定理结果的有效性。

In order to study the finite-time passivity of time-varying delayed neural networks under switching topology,which conclusion has obtained by designing the state-dependent switching signal and controllers,and then the conclusion of finite-time stabilization is obtained.When the two time-varying delayed neural networks systems have finite-time passivity,the conclusion that their feedback interconnection systems have finite-time passivity is obtained by designing a method for switching signals,the validity of the theorem results is verified by numerical ex⁃amples.