反馈型细胞神经网络稳定性研究
ON STABILITY OF FEEDBACK MODE IN CNN
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摘要: 一个含有MN个细胞的反馈型细胞神经网络可以等效成一个非反馈连接网络;这一非反馈连接网络含有2MN个细胞、具有似镜象结构邻域和空间可变权重模板、输入权重模板为零。本文给出了反馈型细胞神经网络的稳定性定理,以及在似镜象结构邻域下的变换形式。
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关键词:
- 细胞神经网络; 反馈型; 稳定性
Abstract: A feedback mode with MN cells in cellular neural networks (CNN) is equivalent to a network which possesses 2MN cells, a neighborhood of mirror-like strucutre, space-variant templates and without feedback links as well as without input templates. The stability of the feedback mode and transformations of CNN with the neighborhood of mirror-like structure are discussed. -
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