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    Thirty years after Marr’s vision: levels of analysis in cognitive science

    Peebles, D. and Cooper, Richard P. (2015) Thirty years after Marr’s vision: levels of analysis in cognitive science. Topics in Cognitive Science 7 (2), pp. 187-190. ISSN 1756-8765.

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    Abstract

    Thirty years after the publication of Marr’s seminal book Vision (Marr, 1982) the papers in this topic consider the contemporary status of his influential conception of three distinct levels of analysis for information processing systems, and in particular the role of the algorithmic and representational level with its cognitive-level concepts. This level has (either implicitly or explicitly) been downplayed or eliminated both by reductionist neuroscience approaches (from below) that seek to account for behaviour from the implementation level and by Bayesian approaches (from above) that seek to account for behaviour in purely computational-level terms.

    Metadata

    Item Type: Article
    Additional Information: This is the accepted version of the article, which has been published in final form at http://dx.doi.org/10.1111/tops.12137
    Keyword(s) / Subject(s): Marr, Levels of analysis, Foundations of cognitive science
    School: Birkbeck Schools and Departments > School of Science > Psychological Sciences
    Depositing User: Richard Cooper
    Date Deposited: 09 Mar 2015 16:38
    Last Modified: 14 Mar 2016 16:27
    URI: http://eprints.bbk.ac.uk/id/eprint/11054

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