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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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Bibliografiske detaljer
Udgivet i:Front Neurosci
Main Authors: Thomas, Armin W., Heekeren, Hauke R., Müller, Klaus-Robert, Samek, Wojciech
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6914836/
https://ncbi.nlm.nih.gov/pubmed/31920491
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.01321
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