Analogy-Making as Perception 2024 pdf epub mobi 电子书


Analogy-Making as Perception

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发表于2024-12-23

Analogy-Making as Perception 2024 pdf epub mobi 电子书

Analogy-Making as Perception 2024 pdf epub mobi 电子书

Analogy-Making as Perception 2024 pdf epub mobi 电子书



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出版者:The MIT Press
作者:Melanie Mitchell
出品人:
页数:284
译者:
出版时间:1993-5-14
价格:USD 28.00
装帧:Paperback
isbn号码:9780262515443
丛书系列:

图书标签: 复杂性科学  认知科学  人生必读  人工智能  AI   


Analogy-Making as Perception 2024 pdf epub mobi 电子书 图书描述

The psychologist William James observed that "a native talent for perceiving analogies is...the leading fact in genius of every order." The centrality and the ubiquity of analogy in creative thought have been noted again and again by scientists, artists, and writers, and understanding and modeling analogical thought have emerged as two of the most important challenges for cognitive science.Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual process in which the interaction of perception and concepts gives rise to "conceptual slippages" which allow analogies to be made. It describes Copycat - a computer model of analogymaking, developed by the author with Douglas Hofstadter, that models the complex, subconscious interaction between perception and concepts that underlies the creation of analogies.In Copycat, both concepts and high-level perception are emergent phenomena, arising from large numbers of low-level, parallel, non-deterministic activities. In the spectrum of cognitive modeling approaches, Copycat occupies a unique intermediate position between symbolic systems and connectionist systems a position that is at present the most useful one for understanding the fluidity of concepts and high-level perception.On one level the work described here is about analogy-making, but on another level it is about cognition in general. It explores such issues as the nature of concepts and perception and the emergence of highly flexible concepts from a lower-level "subcognitive" substrate.Melanie Mitchell, Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of Michigan, is a Fellow of the Michigan Society of Fellows. She is also Director of the Adaptive Computation Program at the Santa Fe Institute.

Analogy-Making as Perception 2024 pdf epub mobi 电子书

Analogy-Making as Perception 2024 pdf epub mobi 电子书
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