Article Instance

HTTP 200 OK
Allow: GET
Content-Type: application/json
Vary: Accept

{
    "pk": 21329,
    "title": "Is Deep Learning the Answer for Understanding Human Cognitive Dynamics?",
    "subtitle": null,
    "abstract": "Deep Learning is a neural network approach where a network of multiple layers is trained to process complex data. Applications for deep learning include recognizing complex patterns in pictures, text, and sounds to, in some cases, produce insights into how human process information. Deep learning has garnered widescale interest, fostered by advances in, for instance, natural language processing and the release of innovative tools like Chat GPT. But does deep learning have implications for theory in the cognitive sciences; that is, is deep learning the answer for understanding human cognitive dynamics?",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Artificial Intelligence; Cognitive Neuroscience; Machine learning; Natural Language Processing; Neural Networks"
        }
    ],
    "section": "Symposia",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/6pd2c3r5",
    "frozenauthors": [
        {
            "first_name": "John",
            "middle_name": "",
            "last_name": "Spencer",
            "name_suffix": "",
            "institution": "University of East Anglia",
            "department": ""
        },
        {
            "first_name": "Brenden",
            "middle_name": "",
            "last_name": "Lake",
            "name_suffix": "",
            "institution": "NYU",
            "department": ""
        },
        {
            "first_name": "Raul",
            "middle_name": "",
            "last_name": "Grieben",
            "name_suffix": "",
            "institution": "Ruhr-Universität Bochum",
            "department": ""
        },
        {
            "first_name": "Gregor",
            "middle_name": "",
            "last_name": "Schöner",
            "name_suffix": "",
            "institution": "Ruhr-Universität Bochum",
            "department": ""
        },
        {
            "first_name": "Mariya",
            "middle_name": "",
            "last_name": "Toneva",
            "name_suffix": "",
            "institution": "Max Planck Institute for Software Systems",
            "department": ""
        },
        {
            "first_name": "Gina",
            "middle_name": "",
            "last_name": "Kuperberg",
            "name_suffix": "",
            "institution": "Tufts University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2024-01-01T11:00:00-07:00",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/21329/galley/10928/download/"
        },
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/21329/galley/21774/download/"
        }
    ]
}