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Understanding Impairments and Interventions in Dyslexia: A Connectionist Investigation of Learning to Read

 Michael W. Harm, Bruce McCandliss and Mark S. Seidenberg
  
 

Abstract:
Abstract: Strong behavioral evidence links deficits in phonological processing, to impairments in learning to read, raising important questions about effective paths to remediation. A connectionist model of, developmental dyslexia (Harm and Seidenberg, 1999) was used to investigate how endogenous phonological impairments affect beginning reading. Phonological impairments in the model led to the development of less componential internal representations, which impairs learning spelling-sound correspondences. We then examined the effects of behavioral interventions that are being used in large-scale studies specifically directed at remediating phonological processing. These interventions had little impact on model performance. However, a remediation scheme targeting spelling to sound correspondences by emphasizing the componential structure of words (McCandliss et al., 1999) produced improvements in the model's nonword reading comparable to those observed in studies of children. The effectiveness of the intervention was linked to a restructuring of the internal, "hidden" representations that map visual words to their phonological representations: these "hidden" representations became more componential in nature. The model explains why interventions involving phonological training alone may not be successful in addressing reading impairments, and how such efforts might be improved by interventions that emphasize the systematic, componential properties inherent in the writing system.

 
 


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