Computational Exploration of Lexical Development in Down Syndrome
AE Tovar, G Westermann - Proceedings of the Annual Meeting of …, 2017 - escholarship.org
Proceedings of the Annual Meeting of the Cognitive Science Society, 2017•escholarship.org
Research on lexical development in Down syndrome (DS) has emphasized a dissociation
between language comprehension and production abilities, with production of words being
relatively more impaired than comprehension. Current theories stress the role of associative
learning on lexical development. However, there have been no attempts to explain the
atypical lexical development in DS based on atypical associative learning. The long-term
potentiation (LTP) and long-term depression (LTD) of synapses, underlying associative …
between language comprehension and production abilities, with production of words being
relatively more impaired than comprehension. Current theories stress the role of associative
learning on lexical development. However, there have been no attempts to explain the
atypical lexical development in DS based on atypical associative learning. The long-term
potentiation (LTP) and long-term depression (LTD) of synapses, underlying associative …
Research on lexical development in Down syndrome (DS) has emphasized a dissociation between language comprehension and production abilities, with production of words being relatively more impaired than comprehension. Current theories stress the role of associative learning on lexical development. However, there have been no attempts to explain the atypical lexical development in DS based on atypical associative learning. The long-term potentiation (LTP) and long-term depression (LTD) of synapses, underlying associative learning, are altered in DS. Here we present a neural network model that instantiates notions from neurophysiological studies to account for the disparities between lexical comprehension and production in DS. Our simulations show that an atypical LTP/LTD balance affects comprehension and production differently in an associative model of lexical development.
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