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  Do type and token effects reflect different mechanisms? Connectionist modeling of Dutch past-tense formation and final devoicing

Moscoso del Prado Martín, F., Ernestus, M., & Baayen, R. H. (2004). Do type and token effects reflect different mechanisms? Connectionist modeling of Dutch past-tense formation and final devoicing. Brain and Language, 90(1-3), 287-298. doi:10.1016/j.bandl.2003.12.002.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-19CB-F Version Permalink: https://hdl.handle.net/21.11116/0000-0000-ECFC-B
Genre: Journal Article

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 Creators:
Moscoso del Prado Martín, Fermín1, 2, Author
Ernestus, Mirjam2, 3, 4, Author
Baayen, R. Harald1, 2, Author
Affiliations:
1Pioneer, external, ou_55239              
2Other Research, MPI for Psycholinguistics, Max Planck Society, ou_55217              
3Language Comprehension Group, MPI for Psycholinguistics, Max Planck Society, ou_55203              
4Center for Language Studies, external, ou_55238              

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 Abstract: In this paper, we show that both token and type-based effects in lexical processing can result from a single, token-based, system, and therefore, do not necessarily reflect different levels of processing. We report three Simple Recurrent Networks modeling Dutch past-tense formation. These networks show token-based frequency effects and type-based analogical effects closely matching the behavior of human participants when producing past-tense forms for both existing verbs and pseudo-verbs. The third network covers the full vocabulary of Dutch, without imposing predefined linguistic structure on the input or output words.

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 Dates: 2004
 Publication Status: Issued
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 Rev. Type: Peer
 Identifiers: eDoc: 229449
DOI: 10.1016/j.bandl.2003.12.002
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Title: Brain and Language
Source Genre: Journal
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Pages: - Volume / Issue: 90 (1-3) Sequence Number: - Start / End Page: 287 - 298 Identifier: -

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Title: Third International Conference on the Mental Lexicon
Source Genre: Issue
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Jarema, Gonia, Editor
Libben, Gary, Editor
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