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Deep neural networks constrained by neural mass models improve electrophysiological source imaging of spatiotemporal brain dynamics

Many efforts have been made to image the spatiotemporal electrical activity of the brain with the purpose of mapping its function and dysfunction as well as aiding the management of brain disorders. Here, we propose a non-conventional deep learning–based source imaging framework (DeepSIF) that provi...

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Detalles Bibliográficos
Autores principales: Sun, Rui, Sohrabpour, Abbas, Worrell, Gregory A., He, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9351497/
https://www.ncbi.nlm.nih.gov/pubmed/35881787
http://dx.doi.org/10.1073/pnas.2201128119