Instance-based manifesto?

Page's definition of localism is inspired by the instance-based paradigm. However, the locality of representations is not necessary for a model to be instance-based and, on the other hand, explicit featural representations are generally considered local. The important distinction is between ins...

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Bibliographic Details
Published in:The Behavioral and brain sciences 2000-08, Vol.23 (4), p.482-483
Main Author: Jelasity, Márk
Format: Article
Language:English
Subjects:
Artificial intelligence
Mathematical models
Neural networks
Psychological tests
Online Access:Get full text
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Description
Summary:Page's definition of localism is inspired by the instance-based paradigm. However, the locality of representations is not necessary for a model to be instance-based and, on the other hand, explicit featural representations are generally considered local. The important distinction is between instance-based and noninstance-based paradigms and not between distributed and local representations as Page claims.
ISSN:0140-525X
1469-1825
DOI:10.1017/S0140525X00383352