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Machine learning for MEG during speech tasks

We consider whether a deep neural network trained with raw MEG data can be used to predict the age of children performing a verb-generation task, a monosyllable speech-elicitation task, and a multi-syllabic speech-elicitation task. Furthermore, we argue that the network makes predictions on the grou...

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Detalles Bibliográficos
Autores principales: Kostas, Demetres, Pang, Elizabeth W., Rudzicz, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6367450/
https://www.ncbi.nlm.nih.gov/pubmed/30733596
http://dx.doi.org/10.1038/s41598-019-38612-9