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{ "pk": 27819, "title": "A Neural Dynamic Architecture That Autonomously Builds Mental Models", "subtitle": null, "abstract": "Reasoning and other mental operations are believed to rely onmental models. Arguments have been made that mental mod-els share representational substrate with perception. Here, wedemonstrate that a neural dynamic architecture that perceptu-ally grounds language may also support the building of men-tal models. Supplied with a sequence of simple premises thatspecify the colors of object pairs as well as their spatial rela-tion, the architecture builds a mental model of the describedscene. We show how the neural processes of the architec-ture evolve in response to both determinate and indeterminatepremises. For indeterminate premises, we demonstrate thatthe preferred mental models observed in human participantsemerge from the underlying neural dynamics.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "mental models" }, { "word": "Neural dynamics" }, { "word": "dynamic field theory" }, { "word": "Grounded cognition" }, { "word": "Visual imagery" } ], "section": "Publication-based-Talks", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/1ft4x43d", "frozenauthors": [ { "first_name": "Parthena", "middle_name": "", "last_name": "Kounatidou", "name_suffix": "", "institution": "Ruhr-Universitat Bochum", "department": "" }, { "first_name": "Mathis", "middle_name": "", "last_name": "Richter", "name_suffix": "", "institution": "Ruhr-Universitat Bochum", "department": "" }, { "first_name": "Gregor", "middle_name": "", "last_name": "Schoner", "name_suffix": "", "institution": "Ruhr-Universitat Bochum", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2018-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27819/galley/17458/download/" } ] }