Modeling language acquisition in atypical phenotypes.
An increasing number of connectionist models have been proposed to explain behavioral deficits in developmental disorders. These simulations motivate serious consideration of the theoretical implications of the claim that a developmental disorder fits within the parameter space of a particular computational model of normal development. The authors examine these issues in depth with respect to a series of new simulations investigating past-tense formation in Williams syndrome. This syndrome and the past-tense domain are highly relevant because both have been used to make strong theoretical claims about the processes underlying normal language acquisition. The authors conclude that computational models have great potential to advance psychologists' understanding of developmental deficits because they focus on the developmental process itself as a pivotal causal factor in producing atypical phenotypic outcomes.
Institute of Child Health, Neurocognitive Development Unit, London, England. m.thomas@psychology.bbk.ac.uk
Michael S C
MS
Thomas
Annette
A
Karmiloff-Smith
D006801:Humans; D007802:Language; D010641:Phenotype; D014706:Verbal Learning