具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)On Global Stability Criterion of High-order Hopfield Neural Networks with Distributed Delays
钱燕,冯晓梅,蒋海军
摘要(Abstract):
通过使用Lyapunov泛函方法和LMI方法研究了具有连续分布时滞的高阶Hopfield神经网络(HHNNs)的全局渐近稳定性,得到了系统全局渐近稳定的充分条件.通过使用Matlab中的LMI工具箱验证了结果的有效性.
关键词(KeyWords): 高阶Hopfield神经网络;全局渐近稳定;分布时滞;线性矩阵不等式;Lyapunov泛函
基金项目(Foundation): Supported by The National Natural Science Foundation of P.R.China(10361004);; The Major Project ofThe Ministry of Education and The Scientific Research Programmes of Colleges in Xinjiang(XJEDU2004I12,XJEDU2006I05)
作者(Author): 钱燕,冯晓梅,蒋海军
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