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Synchronization of chaotic neural networks with mixed time delays

机译:混合时滞混沌神经网络的同步

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摘要

In this paper, we investigate the synchronization problems of chaotic neural networks with mixed time delays. We first establish the sufficient conditions for synchronization of iden-tical chaotic neural networks with mixed time delays via linear output feedback control. To overcome the difficulty that complete synchronization between nonidentical chaotic neu-ral networks cannot be achieved only by utilizing output feedback control, we use a sliding mode control approach to study the synchronization of nonidentical chaotic neural net-works with mixed time delays, where the parameters and functions are mismatched. Numerical simulations are carried out to illustrate the main results.
机译:在本文中,我们研究了具有混合时滞的混沌神经网络的同步问题。我们首先通过线性输出反馈控制建立了具有混合时滞的理想混沌神经网络同步的充分条件。为了克服仅利用输出反馈控制无法实现异质混沌神经网络之间完全同步的难题,我们采用滑模控制方法研究了具有混合时滞的异质混沌神经网络的同步,其中参数和功能不匹配。进行数值模拟以说明主要结果。

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