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一些联结主义压缩方案的比较

Proceedings of IEEE International Conference on Intelligent Engineering Systems Pub Date : 1997-09-15 DOI:10.1109/INES.1997.632431
Tom Gedeon, J. A. Catalán, J. Jin
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引用次数: 1

摘要

本文考虑了使用自关联网络的连接主义压缩方案，并通过对允许的网络权值施加两种不同的约束来证明其优势，并与无约束的自关联网络的修剪进行了比较。
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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A comparison of some connectionist compression schemes
In this paper we consider connectionist compression schemes using auto-associative networks, and demonstrate the advantages gained by imposing two different constraints on the allowed network weights, and comparison with pruning of the unconstrained auto-associative network.
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Proceedings of IEEE International Conference on Intelligent Engineering Systems
Proceedings of IEEE International Conference on Intelligent Engineering Systems
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