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Conference Paper: A hybrid connectionist model of serial order behaviour

TitleA hybrid connectionist model of serial order behaviour
Authors
Issue Date2004
PublisherPsychology Press. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/00207594.asp
Citation
The XXVIII International Congress of Psychology, Beijing, China, 8-13 August, 2004. In International Journal of Psychology, 2004, v. 39 n. 5-6, p. abstract no. 2028.65, 137 How to Cite?
AbstractStructure-sensitive symbolic representations are traditionally favoured over connectionist models using distributed representations to explain systematicity in cognition. It has been argued that connectionist models can encode structural information, but their ability in the systematic and free transformation of component ideas in conscious mental processes is in question. A two-layer connectionist network employing a structured representation was constructed to investigate its capacity to locally transform a serial order. Simple weight exchange is sufficient for the transformation, which is difficult with a simple recurrent network employing distributed representations. This finding confirms the necessity of a structured representation in displaying systematicity.
DescriptionPoster
Persistent Identifierhttp://hdl.handle.net/10722/213726
ISSN
2015 Impact Factor: 1.276
2015 SCImago Journal Rankings: 0.552

 

DC FieldValueLanguage
dc.contributor.authorOr, CCF-
dc.date.accessioned2015-08-13T08:23:45Z-
dc.date.available2015-08-13T08:23:45Z-
dc.date.issued2004-
dc.identifier.citationThe XXVIII International Congress of Psychology, Beijing, China, 8-13 August, 2004. In International Journal of Psychology, 2004, v. 39 n. 5-6, p. abstract no. 2028.65, 137-
dc.identifier.issn0020-7594-
dc.identifier.urihttp://hdl.handle.net/10722/213726-
dc.descriptionPoster-
dc.description.abstractStructure-sensitive symbolic representations are traditionally favoured over connectionist models using distributed representations to explain systematicity in cognition. It has been argued that connectionist models can encode structural information, but their ability in the systematic and free transformation of component ideas in conscious mental processes is in question. A two-layer connectionist network employing a structured representation was constructed to investigate its capacity to locally transform a serial order. Simple weight exchange is sufficient for the transformation, which is difficult with a simple recurrent network employing distributed representations. This finding confirms the necessity of a structured representation in displaying systematicity.-
dc.languageeng-
dc.publisherPsychology Press. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/00207594.asp-
dc.relation.ispartofInternational Journal of Psychology-
dc.rightsInternational Journal of Psychology. Copyright © Psychology Press.-
dc.rightsPREPRINT This is a preprint of an article whose final and definitive form has been published in the [JOURNAL TITLE] [year of publication] [copyright Taylor & Francis]; [JOURNAL TITLE] is available online at: http://www.informaworld.com/smpp/ with the open URL of your article POSTPRINT ‘This is an electronic version of an article published in [include the complete citation information for the final version of the article as published in the print edition of the journal]. [JOURNAL TITLE] is available online at: http://www.informaworld.com/smpp/ with the open URL of your article.-
dc.titleA hybrid connectionist model of serial order behaviour-
dc.typeConference_Paper-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1080/00207594.2004.20040810-
dc.identifier.volume39-
dc.identifier.issue5-6-
dc.identifier.spageabstract no. 2028.65, 137-
dc.identifier.epageabstract no. 2028.65, 137-
dc.publisher.placeUnited Kingdom-

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