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Multi-stage optimization of a deep model: A case study on ground motion modeling

In this study, a multi-stage optimization procedure is proposed to develop deep neural network models which results in a powerful deep learning pipeline called intelligent deep learning (iDeepLe). The proposed pipeline is then evaluated by a challenging real-world problem, the modeling of the spectr...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Tahmassebi, Amirhessam, Gandomi, Amir H., Fong, Simon, Meyer-Baese, Anke, Foo, Simon Y.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6145533/
https://ncbi.nlm.nih.gov/pubmed/30231077
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0203829
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