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{
    "pk": 30560,
    "title": "A Distributed Conncetionist Representation for Concept Structures",
    "subtitle": null,
    "abstract": "We describe a representation for frame-like concept structures ina neural network called DUCS. Slot names and slot fillers axe diffuse patternsof activation spread over a collection of units. Our choice of a distributedrepresentation gives rise to certain useful properties not shaied by conventionalframe systems. One of these is the ability to encode fine semantic distinctions assubtle vairiations on the canonical pattern for a slot. D U C S typically maintainsseveral concepts simultaneously in its concept memory; it can retrieve a conceptgiven one or more slots as cues. W e show how Hinton's notion of a \"reduceddescription\" cam be used to make one concept fill a slot in another.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Connectionism I",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/034735qs",
    "frozenauthors": [
        {
            "first_name": "David",
            "middle_name": "S.",
            "last_name": "Touretzky",
            "name_suffix": "",
            "institution": "Carnegie-Mellon University",
            "department": ""
        },
        {
            "first_name": "Shai",
            "middle_name": "",
            "last_name": "Geva",
            "name_suffix": "",
            "institution": "Carnegie-Mellon University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "1987-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/30560/galley/20409/download/"
        }
    ]
}