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Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI

Recurrent neural networks (RNNs) were designed for dealing with time-series data and have recently been used for creating predictive models from functional magnetic resonance imaging (fMRI) data. However, gathering large fMRI datasets for learning is a difficult task. Furthermore, network interpreta...

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Vydáno v:Mach Learn Med Imaging
Hlavní autoři: Dvornek, Nicha C., Li, Xiaoxiao, Zhuang, Juntang, Duncan, James S.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7143657/
https://ncbi.nlm.nih.gov/pubmed/32274470
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32692-0_44
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