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A cellular neural network modeling the behavior of reconfigurable cellular automata

机译:建模可重构细胞自动机行为的细胞神经网络

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摘要

The design and implementation of a cellular neural network(CNN)architecture capable of modeling the behavior of reconfigurable cellular automata(CA)is presented in this paper. Despite the simplicity of their structure CA are capable of exhibiting extremely complex behaviors. This motivates the development of a reconfigurable CA architecture, capable of exhibiting all types of complex behaviors found in the different CA classes. However, the hardware complexity for developing such an architecture is very high and comes in direct contrast with the inherent modularity, regularity, locality and homogeneity properties of CA architectures.
机译:本文提出了一种能够对可重构细胞自动机(CA)的行为进行建模的细胞神经网络(CNN)体系结构的设计与实现。尽管其结构简单,但是CA仍能够表现出极其复杂的行为。这激励了可重配置CA体系结构的开发,该体系结构能够展现出在不同CA类中发现的所有类型的复杂行为。但是,开发这种体系结构的硬件复杂性非常高,并且与CA体系结构的固有模块化,规则性,局部性和同质性形成鲜明对比。

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