The Modeling Core will provide a central resource for all computational modeling across projects. Modeling plays a critical role in this program of research because it links theoretical, behavioral and neuroimaging approaches to understanding the relationship between reading and speech. The """"""""triangle model"""""""" of reading is central to this enterprise because it provides a mechanistic explanation of how mappings among spelling, phonology and meaning are learned and used to support reading. Prior work in this framework has provided insights into how phonological and semantic processing contribute to literacy outcomes. All four projects will make contact with the triangle model, integrating insights and new advances from models of phonology (Project II) and sentence processing (Project IV), extending the model to new languages (Project III) and examining how different patterns of constitutive deficits in a variety of language abilities can have different impacts across languages (Project I). This integrative approach will open up new directions in the theoretical and empirical work, and make progress toward a general theory relating the development and use of reading skill to speech and language. Finally, interaction with the Neuroimaging Core (Core B) will produce new ways of interpreting and analyzing fMRI data. The models are pitched at a level that is well-suited to this, because they provide proxies for both behavioral outcomes such as response time and accuracy, as well as internal states that can be directly related to brain activity. Thus, the Modeling Core will coordinate activities across projects and cores that are central to unifying the neurobiological and computational models of reading and its relation to speech

Public Health Relevance

This program is relevant to the understanding the development of spoken and written language competence, which is crucial for successful academic and life outcomes. Computational modeling plays a key role in each of the projects, providing quantiflable, links among theory, behavioral and neuroimaging data, facilitating progress toward a general theory of typical and disordered development in the spoken and written language.

National Institute of Health (NIH)
Eunice Kennedy Shriver National Institute of Child Health & Human Development (NICHD)
Research Program Projects (P01)
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Special Emphasis Panel (ZHD1-DSR-H)
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Haskins Laboratories, Inc.
New Haven
United States
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Ryherd, K; Jasinska, K; Van Dyke, J A et al. (2018) Cortical regions supporting reading comprehension skill for single words and discourse. Brain Lang 186:32-43
Patael, Smadar Z; Farris, Emily A; Black, Jessica M et al. (2018) Brain basis of cognitive resilience: Prefrontal cortex predicts better reading comprehension in relation to decoding. PLoS One 13:e0198791
Landi, Nicole; Malins, Jeffrey G; Frost, Stephen J et al. (2018) Neural representations for newly learned words are modulated by overnight consolidation, reading skill, and age. Neuropsychologia 111:133-144
Hong, Tian; Shuai, Lan; Frost, Stephen J et al. (2018) Cortical Responses to Chinese Phonemes in Preschoolers Predict Their Literacy Skills at School Age. Dev Neuropsychol 43:356-369
Siegelman, Noam; Bogaerts, Louisa; Kronenfeld, Ofer et al. (2018) Redefining ""Learning"" in Statistical Learning: What Does an Online Measure Reveal About the Assimilation of Visual Regularities? Cogn Sci 42 Suppl 3:692-727
Olmstead, Annie J; Viswanathan, Navin (2018) Lexical exposure to native language dialects can improve non-native phonetic discrimination. Psychon Bull Rev 25:725-731
Hendren, Robert L; Haft, Stephanie L; Black, Jessica M et al. (2018) Recognizing Psychiatric Comorbidity With Reading Disorders. Front Psychiatry 9:101
Chyl, Katarzyna; Kossowski, Bartosz; D?bska, Agnieszka et al. (2018) Prereader to beginning reader: changes induced by reading acquisition in print and speech brain networks. J Child Psychol Psychiatry 59:76-87
Johns, Clinton L; Jahn, Andrew A; Jones, Hannah R et al. (2018) Individual differences in decoding skill, print exposure, and cortical structure in young adults. Lang Cogn Neurosci 33:1275-1295
Del Tufo, Stephanie N; Frost, Stephen J; Hoeft, Fumiko et al. (2018) Neurochemistry Predicts Convergence of Written and Spoken Language: A Proton Magnetic Resonance Spectroscopy Study of Cross-Modal Language Integration. Front Psychol 9:1507

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