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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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Podrobná bibliografie
Vydáno v:Front Neurosci
Hlavní autoři: Thomas, Armin W., Heekeren, Hauke R., Müller, Klaus-Robert, Samek, Wojciech
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2019
Témata:
On-line přístup: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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