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Learning context sensitive logical inference in a neurobiological simulation

In Simon D. Levy & Ross Gayler (eds.), Compositional Connectionism in Cognitive Science. AAAI Press. pp. 17--20 (2004)

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  1. Pragmatic reasoning schemas.Patricia W. Cheng & Keith J. Holyoak - 1985 - Cognitive Psychology 17 (4):391-416.
    We propose that people typically reason about realistic situations using neither content-free syntactic inference rules nor representations of specific experiences. Rather, people reason using knowledge structures that we term pragmatic reasoning schemas, which are generalized sets of rules defined in relation to classes of goals. Three experiments examined the impact of a “permission schema” on deductive reasoning. Experiment 1 demonstrated that by evoking the permission schema it is possible to facilitate performance in Wason's selection paradigm for subjects who have had (...)
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  • (1 other version)Foundations of Language: Brain, Meaning, Grammar, Evolution.Ray Jackendoff - 2002 - Oxford University Press UK.
    Presenting a landmark in linguistics and cognitive science, Ray Jackendoff proposes a new holistic theory of the relation between the sounds, structure, and meaning of language and their relation to mind and brain. Foundations of Language exhibits the most fundamental new thinking in linguistics since Noam Chomsky's Aspects of the Theory of Syntax in 1965—yet is readable, stylish, and accessible to a wide readership. Along the way it provides new insights on the evolution of language, thought, and communication.
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  • (1 other version)Foundations of Language: Brain, Meaning, Grammar, Evolution.Ray Jackendoff - 2002 - Oxford University Press UK.
    Already hailed as a masterpiece, Foundations of Language offers a brilliant overhaul of the last thirty-five years of research in generative linguistics and related fields. "Few books really deserve the cliché 'this should be read by every researcher in the field'," writes Steven Pinker, author of The Language Instinct, "but Ray Jackendoff's Foundations of Language does." Foundations of Language offers a radically new understanding of how language, the brain, and perception intermesh. The book renews the promise of early generative linguistics: (...)
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  • Deductive reasoning and the brain.Charles M. Wharton & Jordan Grafman - forthcoming - Trends in Cognitive Sciences.
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  • Integrating structure and meaning: a distributed model of analogical mapping.Chris Eliasmith & Paul Thagard - 2001 - Cognitive Science 25 (2):245-286.
    In this paper we present Drama, a distributed model of analogical mapping that integrates semantic and structural constraints on constructing analogies. Specifically, Drama uses holographic reduced representations (Plate, 1994), a distributed representation scheme, to model the effects of structure and meaning on human performance of analogical mapping. Drama is compared to three symbolic models of analogy (SME, Copycat, and ACME) and one partially distributed model (LISA). We describe Drama's performance on a number of example analogies and assess the model in (...)
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  • Tensor product variable binding and the representation of symbolic structures in connectionist systems.Paul Smolensky - 1990 - Artificial Intelligence 46 (1-2):159-216.
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  • Connectionism and cognitive architecture: A critical analysis.Jerry A. Fodor & Zenon W. Pylyshyn - 1988 - Cognition 28 (1-2):3-71.
    This paper explores the difference between Connectionist proposals for cognitive a r c h i t e c t u r e a n d t h e s o r t s o f m o d e l s t hat have traditionally been assum e d i n c o g n i t i v e s c i e n c e . W e c l a i m t h a t t h (...)
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  • The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity.Clay B. Holroyd & Michael G. H. Coles - 2002 - Psychological Review 109 (4):679-709.
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  • Reasoning.Peter C. Wason - 1966 - In New Horizons in Psychology. Penguin Books. pp. 135-151.
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