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A solution to the binding problem for compositional connectionism

In Simon D. Levy & Ross Gayler (eds.), Compositional Connectionism in Cognitive Science. AAAI Press (2004)

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  1. A theory of the discovery and predication of relational concepts.Leonidas A. A. Doumas, John E. Hummel & Catherine M. Sandhofer - 2008 - Psychological Review 115 (1):1-43.
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  • (1 other version)The language of thought hypothesis.Murat Aydede - 2010 - Stanford Encyclopedia of Philosophy.
    A comprehensive introduction to the Language of Though Hypothesis (LOTH) accessible to general audiences. LOTH is an empirical thesis about thought and thinking. For their explication, it postulates a physically realized system of representations that have a combinatorial syntax (and semantics) such that operations on representations are causally sensitive only to the syntactic properties of representations. According to LOTH, thought is, roughly, the tokening of a representation that has a syntactic (constituent) structure with an appropriate semantics. Thinking thus consists in (...)
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  • Distributed neural blackboards could be more attractive.André Grüning & Alessandro Treves - 2006 - Behavioral and Brain Sciences 29 (1):79-80.
    The target article demonstrates how neurocognitive modellers should not be intimidated by challenges such as Jackendoff's and should explore neurally plausible implementations of linguistic constructs. The next step is to take seriously insights offlered by neuroscience, including the robustness allowed by analogue computation with distributed representations and the power of attractor dynamics in turning analogue into nearly discrete operations.
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