Parallel Distributed Processing, Vol. 2 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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James L. McClelland 作者

The MIT Press

译者

1987-07-29 出版日期

623 页数

USD 44.00 价格

Paperback

丛书系列

9780262631105 图书编码

Parallel Distributed Processing, Vol. 2 在线电子书图书标签: 联结主义神经网络计算美國機器學習机器学习哲學人工神經網絡

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Parallel Distributed Processing, Vol. 2 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

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