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{ "pk": 26388, "title": "A Neural Dynamic Model Parses Object-Oriented Actions", "subtitle": null, "abstract": "Parsing actions entails that relations between objects are dis-covered. A pervasively neural account of this process requiresthat fundamental problems are solved: the neural pointer prob-lem, the binding problem, and the problem of generating dis-crete processing steps from time-continuous neural processes.We present a prototypical solution to these problems in a neuraldynamic model that comprises dynamic neural fields holdingrepresentations close to sensorimotor surfaces as well as dy-namic nodes holding discrete, language-like representations.Making the connection between these two types of represen-tations enables the model to parse actions as well as groundmovement phrases—all based on real visual input. We demon-strate how the dynamic neural processes autonomously gen-erate the processing steps required to parse or ground object-oriented action.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "relations; neural process model; action parsing;dynamic field theory; grounded cognition; cognitive schemas" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/1b80h797", "frozenauthors": [ { "first_name": "Mathis", "middle_name": "", "last_name": "Richter", "name_suffix": "", "institution": "Ruhr-Universit ̈at Bochum", "department": "" }, { "first_name": "Jonas", "middle_name": "", "last_name": "Lins", "name_suffix": "", "institution": "Ruhr-Universit ̈at Bochum", "department": "" }, { "first_name": "Gregor", "middle_name": "", "last_name": "Schoner", "name_suffix": "", "institution": "Ruhr-Universit ̈at Bochum", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26388/galley/16024/download/" } ] }