7 found
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  1. Content and Cluster Analysis: Assessing Representational Similarity in Neural Systems.Aarre Laakso & Garrison W. Cottrell - 2000 - Philosophical Psychology 13 (1):47-76.
    If connectionism is to be an adequate theory of mind, we must have a theory of representation for neural networks that allows for individual differences in weighting and architecture while preserving sameness, or at least similarity, of content. In this paper we propose a procedure for measuring sameness of content of neural representations. We argue that the correct way to compare neural representations is through analysis of the distances between neural activations, and we present a method for doing so. We (...)
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  2.  27
    From Symbols to Neurons: Are We There Yet?Garrison W. Cottrell - 1993 - Behavioral and Brain Sciences 16 (3):454-454.
  3.  17
    Neurocomputational Models of Face Processing.Garrison W. Cottrell & Janet H. Hsiao - 2011 - In Andy Calder, Gillian Rhodes, Mark Johnson & Jim Haxby (eds.), Oxford Handbook of Face Perception. Oxford University Press. pp. 401.
    This article delineates two dimensions along which computational models of face processing may vary, and briefly review three such models, the Dailey and Cottrell model; the O'Reilly and Munakata model; and the Riesenhuber and Poggio. It focuses primarily on one of the models and shows how this model is used to reveal potential mechanisms underlying the neural processing of faces and objects—the development of a specialized face processor, how it could be recruited for other domains, hemispheric lateralization of face processing, (...)
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  4.  17
    Assessing the Contribution of Representation to Results.Karen Anderson, Jeanne Milostan & Garrison W. Cottrell - 1998 - In M. A. Gernsbacher & S. J. Derry (eds.), Proceedings of the 20th Annual Conference of the Cognitive Science Society. Lawerence Erlbaum. pp. 48--53.
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  5.  5
    Selective Attention in the Acquisition of the Past Tense.Dan Jackson Rodger M. Constandse & Garrison W. Cottrell - 1996 - In Garrison W. Cottrell (ed.), Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society. Lawrence Erlbaum. pp. 183.
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  6.  21
    Proceedings of the Eighteenth Annual Conference of The Cognitive Science Society.Garrison W. Cottrell (ed.) - 1996 - Lawrence Erlbaum.
    This volume features the complete text of all regular papers, posters, and summaries of symposia presented at the 18th annual meeting of the Cognitive Science ...
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  7. Churchland on Connectionism.Aarre Laakso & Garrison W. Cottrell - 2006 - In Brian L. Keeley (ed.), Paul Churchland. Cambridge: Cambridge University Press.