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{ "pk": 28702, "title": "Adaptation Aftereffects as a Result of Bayesian Categorization", "subtitle": null, "abstract": "We propose a unified explanation of contrastive and assimila-tive adaptation aftereffects from the perspective of higher-levelcognitive processes: rational category learning and categoricalperception. We replicate (twice) previously reported assimila-tive and contrastive effects (Uznadze illusion in visual modal-ity), propose a rational computational model of the process,and evaluate our model performance against the Bayesian lo-gistic regression baseline. We conclude by discussing theo-retical implications of our study and directions for further re-search.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "adaptation aftereffects" }, { "word": "perceptual biases" }, { "word": "set il-lusion" }, { "word": "Uznadze illusion" }, { "word": "Computational Modeling" }, { "word": "categoricalperception" } ], "section": "Papers with Poster Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/8sd216s5", "frozenauthors": [ { "first_name": "Marina", "middle_name": "", "last_name": "Dubova", "name_suffix": "", "institution": "Saint Petersburg State University", "department": "" }, { "first_name": "Arseny", "middle_name": "", "last_name": "Moskvichev", "name_suffix": "", "institution": "Saint Petersburg State University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2019-01-01T10:00:00-08:00", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28702/galley/18573/download/" } ] }