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Analyzing Neuroimaging Data Through Recurrent Deep Learning Models

The application of deep learning (DL) models to neuroimaging data poses several challenges, due to the high dimensionality, low sample size, and complex temporo-spatial dependency structure of these data. Even further, DL models often act as black boxes, impeding insight into the association of cogn...

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Detalles Bibliográficos
Autores principales: Thomas, Armin W., Heekeren, Hauke R., Müller, Klaus-Robert, Samek, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6914836/
https://www.ncbi.nlm.nih.gov/pubmed/31920491
http://dx.doi.org/10.3389/fnins.2019.01321