Explaining neural activity in human listeners with deep learning via natural language processing of narrative text

Deep learning (DL) approaches may also inform the analysis of human brain activity. Here, a state-of-art DL tool for natural language processing, the Generative Pre-trained Transformer version 2 (GPT-2), is shown to generate meaningful neural encodings in functional MRI during narrative listening. L...

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Detalles Bibliográficos
Autores principales: Russo, Andrea G., Ciarlo, Assunta, Ponticorvo, Sara, Di Salle, Francesco, Tedeschi, Gioacchino, Esposito, Fabrizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596412/
https://www.ncbi.nlm.nih.gov/pubmed/36284195
http://dx.doi.org/10.1038/s41598-022-21782-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9596412/
https://www.ncbi.nlm.nih.gov/pubmed/36284195
http://dx.doi.org/10.1038/s41598-022-21782-4

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