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Connectionist psycholinguistics : capturing the empirical data
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Christiansen, Morten H. and Chater, Nick (2001) Connectionist psycholinguistics : capturing the empirical data. Trends in Cognitive Sciences, 5 (2). pp. 82-88. doi:10.1016/S1364-6613(00)01600-4
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Official URL: http://dx.doi.org/10.1016/S1364-6613(00)01600-4
Abstract
Connectionist psycholinguistics is an emerging approach to modeling empirical data on human language processing using connectionist computational architectures. For almost 20 years, connectionist models have increasingly been used to model empirical data across many areas of language processing. We critically review four key areas: speech processing, sentence processing, language production, and reading aloud, and evaluate progress against three criteria: data contact, task veridicality, and input representativeness. Recent connectionist modeling efforts have made considerable headway toward meeting these criteria, although it is by no means clear whether connectionist (or symbolic) psycholinguistics will eventually provide an integrated model of full-scale human language processing.
Item Type: | Journal Item | ||||
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Subjects: | B Philosophy. Psychology. Religion > BF Psychology R Medicine > RC Internal medicine > RC0321 Neuroscience. Biological psychiatry. Neuropsychiatry |
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Divisions: | Faculty of Social Sciences > Warwick Business School > Behavioural Science Faculty of Social Sciences > Warwick Business School |
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Journal or Publication Title: | Trends in Cognitive Sciences | ||||
Publisher: | Elsevier Science | ||||
ISSN: | 1364-6613 | ||||
Official Date: | February 2001 | ||||
Dates: |
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Volume: | 5 | ||||
Number: | 2 | ||||
Number of Pages: | 9 | ||||
Page Range: | pp. 82-88 | ||||
DOI: | 10.1016/S1364-6613(00)01600-4 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published |
Data sourced from Thomson Reuters' Web of Knowledge
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