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具有混合时滞的随机细胞神经网络的稳定性分析

, PP. 796-801

Keywords: 随机神经网络,p-阶矩指数稳定,几乎必然指数稳定,混合时滞

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Abstract:

讨论了具有混合时滞的随机细胞神经网络的p-阶矩指数稳定和几乎必然指数稳定性.借助于局部鞅收敛定理、M-矩阵的性质和It公式,在较为宽松的扩散系数矩阵的限制条件下,得到了p-阶矩指数稳定和几乎必然指数稳定的充分条件,推广了现有一些文献的结果.

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