SUSTAIN captures category learning, recognition, and hippocampal activation in a unidimensional vs information-integration task
dc.contributor.author | Dome, L | |
dc.contributor.author | Edmunds, C | |
dc.contributor.author | Wills, Andy | |
dc.date.accessioned | 2021-08-05T11:06:43Z | |
dc.date.issued | 2021-08-01 | |
dc.identifier.issn | 1069-7977 | |
dc.identifier.uri | http://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.extent | 3013-3019 | |
dc.language.iso | en | |
dc.publisher | eScholarship | |
dc.title | SUSTAIN captures category learning, recognition, and hippocampal activation in a unidimensional vs information-integration task | |
dc.type | conference | |
dc.type | Conference Proceeding | |
plymouth.date-start | 2021-07-26 | |
plymouth.date-finish | 2021-07-29 | |
plymouth.volume | 43 | |
plymouth.publisher-url | https://escholarship.org/uc/item/5r98q3dr | |
plymouth.conference-name | Annual Meeting of the Cognitive Science Society | |
plymouth.publication-status | Published | |
plymouth.journal | Proceedings 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.dateAccepted | 2021-08-01 | |
dc.rights.embargodate | 2021-8-14 | |
dc.rights.embargoperiod | Not known | |
rioxxterms.licenseref.uri | http://www.rioxx.net/licenses/all-rights-reserved | |
rioxxterms.licenseref.startdate | 2021-08-01 | |
rioxxterms.type | Conference Paper/Proceeding/Abstract |