Despite their apparently divergent accounts of higher cognition, cognitive theories based on neural computation & those employing symbolic computation can strengthen one another. This work set develops a cognitive architecture based in neural computation, but supports formally explicit higher-level symbolic descriptions.
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Paul Smolensky is Professor of Cognitive Science at Johns Hopkins University. He was a leading member of the PDP connectionist research group, and is the recipient of the 2005 David E. Rumelhart Prize in Cognitive Science, which is awarded annually to an individual or collaborative team making a significant contribution to the formal analysis of human cognition.
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