Parallel Distributed Processing, Vol. 2 2024 pdf epub mobi 电子书

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发表于2024-05-16

Parallel Distributed Processing, Vol. 2 2024 pdf epub mobi 电子书

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出版者:The MIT Press

作者:James L. McClelland

出品人:

页数:623

译者:

出版时间:1987-07-29

价格:USD 44.00

装帧:Paperback

isbn号码:9780262631105

丛书系列:

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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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.

Parallel Distributed Processing, Vol. 2 2024 pdf epub mobi 电子书

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