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{
    "pk": 27616,
    "title": "Is Neurocomputational Self-Organization a Core Mechanism of AGI Systems?",
    "subtitle": null,
    "abstract": "Artificial General Intelligence (AGI) is a term that describes a variant of a Strong AI revival in the mind sciences.Irrespective of its definition limits, and leaving aside the non-scientific metaphysical or philosophical aspirations, AGI studiesthe feasibility and implementation aspects of artificial systems that would have the capacity of domain non-specific (domain-general) human-level intelligence.The importance of self-organization in natural neural systems as well as in neuromimetic computational systems, especiallythe class of Self-Organizing Map (SOM) neural networks, has been extensively demonstrated and supported in the literature.Neurocomputational self-organization exhibits unique characteristics, including non-deterministic epigenetic (post-genetic) be-havior, which enable direct functional and structural comparisons with the neocortex more than most existing relevant compu-tational mechanisms. If the problem of artificial general intelligence is approached from a biologically relevant computationalstandpoint then SOM mechanisms are currently a very strong candidate as a core component of a computational AGI system.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Posters: Member Abstracts",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/7p3254v1",
    "frozenauthors": [
        {
            "first_name": "Spyridon",
            "middle_name": "",
            "last_name": "Revithis",
            "name_suffix": "",
            "institution": "University of New South Wales",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2017-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
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            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27616/galley/17252/download/"
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    ]
}