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{ "pk": 31685, "title": "Learning Language via Perceptual/Motor Experiences", "subtitle": null, "abstract": "We postulate that early childhood language semantics\nis \"grounded\" in perceptual/motor experiences. The\nDETE model has been constructed to explore this\nhypothesis. During learning, DETE's input consists\nof simulated verbal, visual and motor sequences.\nAfter learning, DETE demonstrates its language\nunderstanding via two tasks: (a) Verbal-to-\nvisual/moior association -- given a verbal sequence,\nDETE generates the visual/motor sequence being\ndescribed, (b) Visuallmotor-io-verbal association --\ngiven a visual/motor sequence, DETE generates a\nverbal sequence describing the visual/motor input.\nDETE ' s learning abilities result from a novel neural\nnetwork module, called katamic memory. DETE is\nimplemented as a large-scale, parallel, neural/\nprocedural hybrid architecture, with over 1 million\nvirtual processors executing on a 16K processor CM -\n2 Connection Machine.*", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/29f6r9j1", "frozenauthors": [ { "first_name": "Michael", "middle_name": "G.", "last_name": "Dyer", "name_suffix": "", "institution": "University of California Los Angeles", "department": "" }, { "first_name": "Valeriy", "middle_name": "I.", "last_name": "Nenov", "name_suffix": "", "institution": "University of California Los Angeles", "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/31685/galley/22753/download/" } ] }