The case against distributed representations: Lack of evidence

Research output: Contribution to journalReview article

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Abstract

We focus on two components of Page's argument in favour of localist representations in connectionist networks: First, we take issue with the claim that localist representations can give rise to generalisation and show that whenever generalisation occurs, distributed representations are involved. Second, we counter the alleged shortcomings of distributed representations and show that their properties are preferable to those of localist approaches.
Original languageEnglish
Pages (from-to)476
JournalBehavioral and Brain Sciences
Volume23
Issue number4
DOIs
Publication statusPublished - 2000

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