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Using computational modeling to understand the interaction between risk and protective factors in reading disability ...
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Using computational modeling to understand the interaction between risk and protective factors in reading disability ...
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Individual differences in learning the regularities between orthography, phonology and semantics predict early reading skills
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In: J Mem Lang (2020)
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Top-Down Grouping Affects Adjacent Dependency Learning
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In: Psychology Faculty Publications (2020)
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Age -limited learning effects in reading and speech perception ...
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Zevin, Jason D.. - : University of Southern California Digital Library (USC.DL), 2016
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The Neural Correlates of the Interaction between Semantic and Phonological Processing for Chinese Character Reading
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Universal brain signature of proficient reading: Evidence from four contrasting languages.
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In: Proceedings of the National Academy of Sciences of the United States of America, vol 112, iss 50 (2015)
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Universal brain signature of proficient reading: Evidence from four contrasting languages
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Selective attention to phonology dynamically modulates initial encoding of auditory words within the left hemisphere ...
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On the Same Wavelength: Predictable Language Enhances Speaker–Listener Brain-to-Brain Synchrony in Posterior Superior Temporal Gyrus
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Selective attention to phonology dynamically modulates initial encoding of auditory words within the left hemisphere
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In: Yoncheva, Yuliya; Maurer, Urs; Zevin, Jason D; McCandliss, Bruce D (2014). Selective attention to phonology dynamically modulates initial encoding of auditory words within the left hemisphere. NeuroImage, 97:262-270. (2014)
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Effects of rhyme and spelling patterns on auditory word ERPs depend on selective attention to phonology
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Is Statistical Learning Constrained by Lower Level Perceptual Organization?
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Task by stimulus interactions in brain responses during Chinese character processing
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Orthographic influences on division of labor in learning to read Chinese and English: Insights from computational modeling
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Abstract:
Learning to read any language requires learning to map among print, sound and meaning. Writing systems differ in a number of factors that influence both the ease and rate with which reading skill can be acquired, as well as the eventual division of labor between phonological and semantic processes. Further, developmental reading disability manifests differently across writing systems, and may be related to different deficits in constitutive processes. Here we simulate some aspects of reading acquisition in Chinese and English using the same model architecture for both writing systems. The contribution of semantic and phonological processing to literacy acquisition in the two languages is simulated, including specific effects of phonological and semantic deficits. Further, we demonstrate that similar patterns of performance are observed when the same model is trained on both Chinese and English as an "early bilingual." The results are consistent with the view that reading skill is acquired by the application of statistical learning rules to mappings among print, sound and meaning, and that differences in the typical and disordered acquisition of reading skill between writing systems are driven by differences in the statistical patterns of the writing systems themselves, rather than differences in cognitive architecture of the learner.
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Keyword:
Article
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URL: https://doi.org/10.1017/S1366728912000296 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3937072 http://www.ncbi.nlm.nih.gov/pubmed/24587693
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