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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/"
        }
    ]
}