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Microcognition: Philosophy, Cognitive Science, and Parallel Distributed Processing (Explorations in Cognitive Science, 6), by Andy Clark
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Parallel distributed processing is transforming the field of cognitive science. "Microcognition" provides a clear, readable guide to this emerging paradigm from a cognitive philosopher's point of view. It explains and explores the biological basis of PDP, its psychological importance, and its philosophical relevance. Starting with a survey of the assumptions and methodology of classical AI "Microcognition" proceeds to a full treatment of the PDP alternative. It describes the main properties of PDP architectures with numerous examples and it explores the tangled question of their relationship with classical work, the theoretical significance of mixed PDP and classical models, and various criticisms of the models. Biological and evolutionary perspectives are also included. Of particular philosophical interest is the author's treatment of the relation between these computational models and ordinary talk of beliefs and desires, or folk-psychology.
- Sales Rank: #3601629 in Books
- Published on: 1989-08
- Original language: English
- Number of items: 1
- Dimensions: 9.75" h x 6.75" w x 1.00" l,
- Binding: Hardcover
- 248 pages
Most helpful customer reviews
8 of 8 people found the following review helpful.
Balanced insight
By whywong
"Microcognition" is a wonderful book for anyone wanting to understand and cogitate the most heated issues in AI today. The book is written in 1989, so the most prominent issue is that of connectionism versus classical AI. The book gives very good introduction to both paradigms and provides the rader with lots of background material. The book is basically divided into 2 sections, 1) The Mind's-Eye View and 2) The Brain's-Eye View. The discussion is balanced and insightful, and Clark is a wonderful writer. His conclusion in short is that AI research must continue in both the "Mind's-Eye View" (classical AI) strand and the "Brain's-Eye View" (connectionism) strand for the paradigms have different aims.
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