On Robust Exponential Periodicity of Interval Neural Networks with Delays

作者:Changyin Sun, Chun-Bo Feng

摘要

In this Letter, based on globally Lipschitz continous activation functions, new conditions ensuring existence, uniqueness and global robust exponential stability of the periodic solution of interval-delayed neural networks with periodic input are obtained. All the results obtained are generalizations of some resent results reported in the literature for neural networks with constant input.

论文关键词:activation function, exponential stability, interval neural networks, periodic solution

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论文官网地址:https://doi.org/10.1023/B:NEPL.0000039426.58277.7e