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{ "pk": 31732, "title": "A Connectionist Model of the Development of Seriation", "subtitle": null, "abstract": "Seriation is the ability to order a set of objects on\nsome dimension such as size. Psychological research\non the child's development of seriation has uncovered\nboth cognitive stages and perceptual constraints. A\ngenerative connectionist algorithm, cascade-\ncorrelation, is used to successfully model these\npsychological regularities. Previous rule-based models\nof seriation have been unable to capture either stage\nprogressions or perceptual effects. T h e present\nsimulations provide a number of insights about\npossible processing mechanisms for seriation, the\nnature of seriation stage transitions, and the\nopportunities provided by the environment for learning\nabout seriation.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/3348r2zj", "frozenauthors": [ { "first_name": "Denis", "middle_name": "", "last_name": "Mareschal", "name_suffix": "", "institution": "University of Oxford", "department": "" }, { "first_name": "Thomas", "middle_name": "R.", "last_name": "Shultz", "name_suffix": "", "institution": "McGill University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1993-01-01T13:00:00-05:00", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31732/galley/22800/download/" } ] }