Autism and coherence: A computational model

Mind and Language 15 (4):375–392 (2000)
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Abstract

Recent theorizing about the nature of the cognitive impairment in autism suggests that autistic individuals display abnormally weak central coherence, the capacity to integrate information in order to make sense of one’s environment. Our article shows the relevance of computational models of coherence to the understanding of weak central coherence. Using a theory of coherence as constraint satisfaction, we show how weak coherence can be simulated ina a connectionist network that has unusually high inhibition compared to excitation. This connectionist model simulates autistic behaviour on both the false belief task and the homograph task.

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Knowledge and Coherence.Paul Thagard, Chris Eliasmith, Paul Rusnock & Cameron Shelley - 2002 - In Renee Elio, Common sense, reasoning, & rationality. New York: Oxford University Press. pp. 104-131.
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Paul Thagard
University of Waterloo