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{ "pk": 31745, "title": "Distributed Representation and Parallel Processing of Recursive Structures", "subtitle": null, "abstract": "We have developed principles integrating connectionist and symbolic computation by establishing mathematical relationships between two levels of description of a single computational system: at the lower level, the system is formally\ndescribed in terms of highly distributed patterns\nof activity over connectionist units, and the dynamics of these units; at the higher level, the\nsame system is formally described by symbolic\nstructures and symbol manipulation. In this pa-\nper, w e propose a specific treatment of recur-\nsion where complex symbolic operations on re-\ncursive structures are mapped to massively par-\nallel manipulation of distributed representations\nin a connectionist network.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/4hs6b3pv", "frozenauthors": [ { "first_name": "Yoshiro", "middle_name": "", "last_name": "Miyata", "name_suffix": "", "institution": "Chukyo University", "department": "" }, { "first_name": "Paul", "middle_name": "", "last_name": "Smolensky", "name_suffix": "", "institution": "University of Colorado, Boulder", "department": "" }, { "first_name": "Geraldine", "middle_name": "", "last_name": "Legendre", "name_suffix": "", "institution": "University of Colorado, Boulder", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1993-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31745/galley/22813/download/" } ] }