Connectionist Symbol Processing 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Hinton, Geoffrey 编作者

译者

1991-10 出版日期

268 页数

$ 39.55 价格

The MIT Press Classics Series 丛书系列

9780262581066 图书编码

Connectionist Symbol Processing 在线电子书图书标签: 英國歐洲加拿大人工神經網絡人工智能 Symbolism學派 Connectionism學派 CS

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Connectionist Symbol Processing 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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The six contributions in Connectionist Symbol Processing address the current tension within the artificial intelligence community between advocates of powerful symbolic representations that lack efficient learning procedures and advocates of relatively simple learning procedures that lack the ability to represent complex structures effectively. The authors seek to extend the representational power of connectionist networks without abandoning the automatic learning that makes these networks interesting.Aware of the huge gap that needs to be bridged, the authors intend their contributions to be viewed as exploratory steps in the direction of greater representational power for neural networks. If successful, this research could make it possible to combine robust general purpose learning procedures and inherent representations of artificial intelligence -- a synthesis that could lead to new insights into both representation and learning.

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