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本文对具有时延的不对称Hopfield型神经网络平衡点的稳定性进行了分析,得到了网络平衡点全局渐近稳定的一些充分条件,最后我们说明了分析结果在网络设计和参数选择中的应用。
In this paper, we analyze the stability of equilibrium points of asymmetric Hopfield neural networks with delays and obtain some sufficient conditions for global asymptotic stability of the network equilibrium point. Finally, we illustrate the application of the analysis results in network design and parameter selection .