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A fundamental limitation of the conjunctive codes learned in PDP models of cognition: Comment on Botvinick and Plaut (2006)

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Psychological Review 116 (4):986-995 (2009)

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  1. Spoken word recognition without a TRACE.Thomas Hannagan,James S. Magnuson &Jonathan Grainger -2013 -Frontiers in Psychology 4.
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  • Why do some neurons in cortex respond to information in a selective manner? Insights from artificial neural networks.Jeffrey S. Bowers,Ivan I. Vankov,Markus F. Damian &Colin J. Davis -2016 -Cognition 148 (C):47-63.
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  • Position-invariant letter identification is a key component of any universal model of reading.Jeffrey S. Bowers -2012 -Behavioral and Brain Sciences 35 (5):281-282.
    A universal property of visual word identification is position-invariant letter identification, such that the letter is coded in the same way in CAT and ACT. This should provide a fundamental constraint on theories of word identification, and, indeed, it inspired some of the theories that Frost has criticized. I show how the spatial coding scheme of Colin Davis can, in principle, account for contrasting transposed letter priming effects, and at the same time, position-invariant letter identification.
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