A survey of learning results for ART1 networks

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) Pub Date : 1994-06-27 DOI:10.1109/ICNN.1994.374359

G. Heileman, M. Georgiopoulos, Juxin Hwang

引用次数: 4

Abstract

A collection of results related to learning in ART1 networks is presented. These results are concerned primarily with the complexity of the learning process, rather than with the quality of the learned concepts. These results provide numerous insights into the operation of ART1 networks, and detail the conditions under which such networks can learn efficiently.<>

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ART1网络学习结果的调查

本文给出了一系列与ART1网络学习相关的结果。这些结果主要与学习过程的复杂性有关，而与学习概念的质量无关。这些结果为ART1网络的运行提供了许多见解，并详细说明了此类网络可以有效学习的条件。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94)

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