Cellular neural networks: Local patterns for general templates

Cheng Hsiung Hsu, Jonq Juang, Song Sun Lin, Wen Wei Lin

研究成果: 雜誌貢獻期刊論文同行評審

24 引文 斯高帕斯(Scopus)

摘要

This work investigates the mosaic local patterns for cellular neural networks with general templates. Our results demonstrate that the set of templates can be divided into many finite regions. In each region, the same family of local patterns can be generated. Conversely, our results further demonstrate that some templates can realize a family of local patterns which can be linearly separated by a hyperplane in the configuration space. This study also proposes algorithms for verifying the linear separability for a given family of local patterns and, when it is separable, for obtaining the associated template.

原文???core.languages.en_GB???
頁(從 - 到)1645-1659
頁數15
期刊International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
10
發行號7
DOIs
出版狀態已出版 - 7月 2000

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