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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Detalles Bibliográficos
Autores principales: Tahmassebi, Amirhessam, Gandomi, Amir H., Fong, Simon, Meyer-Baese, Anke, Foo, Simon Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6145533/
https://www.ncbi.nlm.nih.gov/pubmed/30231077
http://dx.doi.org/10.1371/journal.pone.0203829

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6145533/
https://www.ncbi.nlm.nih.gov/pubmed/30231077
http://dx.doi.org/10.1371/journal.pone.0203829

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