{
  "abstract": "The priority map has been used to explain how locations are prioritized for attention and behavior. Priority maps provide a test case for how computational models and neural data can be integrated. Focusing on the superior colliculus (SC) as a paradigm neural substrate for priority maps, we raise two questions: (1) What does priority mean computationally? (2) Since priority maps are featureless, how can this be integrated with recent work on feature coding in SC? We argue that the priority map remains computationally unclear because the nature of priority remains unsettled. Given emerging evidence for “featureful” coding within SC, we challenge the priority map’s featureless assumption as applied to SC and suggest an alternative: a featureful priority matrix where feature dimensions remain distinctly represented.",
  "abstract_shown": true,
  "affiliations": [],
  "article_type": null,
  "arxiv": null,
  "author_total": 3,
  "authors": [
    {
      "name": "Wayne Wu"
    },
    {
      "name": "Neeraj J. Gandhi"
    },
    {
      "name": "James P. Herman"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/817yssv1jka1w.bib",
  "cited_by": 0,
  "doi": "10.31234/osf.io/u7frm_v1",
  "fulltext_url": null,
  "id": "817yssv1jka1w",
  "issns": [],
  "landing_url": "https://osf.io/preprints/psyarxiv/u7frm_v1/",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "bepress",
      "Attention"
    ],
    [
      "bepress",
      "Behavioral Neuroscience"
    ],
    [
      "bepress",
      "Cognitive Neuroscience"
    ],
    [
      "bepress",
      "Cognitive Psychology"
    ],
    [
      "bepress",
      "Computational Modeling"
    ],
    [
      "bepress",
      "Computational Neuroscience"
    ],
    [
      "bepress",
      "Neuroscience"
    ],
    [
      "bepress",
      "Perception"
    ],
    [
      "bepress",
      "Quantitative Methods"
    ],
    [
      "bepress",
      "Social and Behavioral Sciences"
    ],
    [
      "bepress",
      "Systems Neuroscience"
    ],
    [
      "bepress",
      "Theory and Philosophy of Science"
    ],
    [
      "bepress",
      "Vision"
    ],
    [
      "openalex",
      "2805|Visual perception and processing mechanisms"
    ]
  ],
  "openalex": "W7213674299",
  "pdf_url": "https://osf.io/u7frm/download",
  "pmcid": null,
  "pmid": null,
  "published": "2026-09-19",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/817yssv1jka1w.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:24:11Z",
      "native_id": "u7frm",
      "source": "osf",
      "url": "https://osf.io/preprints/psyarxiv/u7frm_v1/"
    }
  ],
  "subjects": [
    {
      "field": "biology",
      "origin": "bepress:Cognitive Neuroscience",
      "subfield": "neuroscience"
    }
  ],
  "title": "Priority Maps, Featureful Processing, and the Superior Colliculus",
  "title_text": "Priority Maps, Featureful Processing, and the Superior Colliculus",
  "type": "preprint",
  "updated_at": "2026-10-30T12:24:11Z",
  "url": "https://research.draconitic.com/paper/817yssv1jka1w",
  "venue": "PsyArXiv",
  "versions": []
}