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dc.contributor.authorDome, L
dc.contributor.authorEdmunds, C
dc.contributor.authorWills, Andy
dc.date.accessioned2021-08-05T11:06:43Z
dc.date.issued2021-08-01
dc.identifier.issn1069-7977
dc.identifier.urihttp://hdl.handle.net/10026.1/17393
dc.description.abstract

There is a growing interest in alternative explanations to the dual-system account of how people learn category structures varying in their optimal decision bounds (unidimensional and information-integration structures). Recognition memory performance and hippocampal activation patterns in these tasks are two interesting findings, which have not been formally explained. Here, we carry out a formal simulation with SUSTAIN (Love, Medin, & Gureckis, 2004), an adaptive model of category learning, which had great success in accounting for recognition memory performance and fMRI activity patterns. We show, for the first time, that a formal single-system model of category learning can accommodate recognition performance after learning and is consistent with fMRI data obtained while participants learned these structures.

dc.format.extent3013-3019
dc.language.isoen
dc.publishereScholarship
dc.titleSUSTAIN captures category learning, recognition, and hippocampal activation in a unidimensional vs information-integration task
dc.typeconference
dc.typeConference Proceeding
plymouth.date-start2021-07-26
plymouth.date-finish2021-07-29
plymouth.volume43
plymouth.publisher-urlhttps://escholarship.org/uc/item/5r98q3dr
plymouth.conference-nameAnnual Meeting of the Cognitive Science Society
plymouth.publication-statusPublished
plymouth.journalProceedings of the Annual Meeting of the Cognitive Science Society
plymouth.organisational-group/Plymouth
plymouth.organisational-group/Plymouth/Admin Group - REF
plymouth.organisational-group/Plymouth/Admin Group - REF/REF Admin Group - FoH
plymouth.organisational-group/Plymouth/Faculty of Health
plymouth.organisational-group/Plymouth/Faculty of Health/School of Psychology
plymouth.organisational-group/Plymouth/REF 2021 Researchers by UoA
plymouth.organisational-group/Plymouth/REF 2021 Researchers by UoA/UoA04 Psychology, Psychiatry and Neuroscience
plymouth.organisational-group/Plymouth/Research Groups
plymouth.organisational-group/Plymouth/Research Groups/Institute of Health and Community
plymouth.organisational-group/Plymouth/Users by role
plymouth.organisational-group/Plymouth/Users by role/Academics
dcterms.dateAccepted2021-08-01
dc.rights.embargodate2021-8-14
dc.rights.embargoperiodNot known
rioxxterms.licenseref.urihttp://www.rioxx.net/licenses/all-rights-reserved
rioxxterms.licenseref.startdate2021-08-01
rioxxterms.typeConference Paper/Proceeding/Abstract


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