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Global exponential stability of a class of neural circuits

机译:一类神经回路的全局指数稳定性

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摘要

This paper obtains the global exponential stability (GES) of the class of Hopfield-Tank neural circuits, which can represent a generalization of the existing stability results in the sense that only the global asymptotic stability (GAS) of theneural circuits was obtained under existing sufficient conditions in the literature. An example of a neural circuit which is globally asymptotically stable (GAS) rather than globally exponentially stable (GES) is also given.
机译:本文得到了Hopfield-Tank神经回路类的全局指数稳定性(GES),该结果可以代表现有稳定性结果的推广,即文献中仅获得了神经回路的全局渐近稳定性(GAS)。还给出了全局渐近稳定 (GAS) 而不是全局指数稳定 (GES) 的神经回路示例。

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