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{ "pk": 31258, "title": "Fractal (Reconstructive Analogue) Memory", "subtitle": null, "abstract": "This paper' proposes a new approach to mental imagery that has the potential for resolving an old debate. W e show that the methods by which fractals emerge from dynamical systems provide a natural computational framework for the relationship between the \"deep\" representations of long-term visual memory and the \"surface\" representations of the visual array, a distinction which was proposed by (Kosslyn, 1980). The concept of an iterated function system (IFS) as a highly compressed representation for a complex topological set of points in a metric space (Bamsley, 1988) is embedded in a connectionist model for mental imagery tasks. T w o advantages of this approach over previous models are the capability for topological transformations of the images, and the continuity of the deep representations with respect to the surface representations.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Talks", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/1xd6x8gr", "frozenauthors": [ { "first_name": "David", "middle_name": "J.", "last_name": "Stucki", "name_suffix": "", "institution": "The Ohio State University", "department": "" }, { "first_name": "Jordan", "middle_name": "B.", "last_name": "Pollack", "name_suffix": "", "institution": "The Ohio State University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1992-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31258/galley/22327/download/" } ] }