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Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks

Surrogate testing techniques have been used widely to investigate the presence of dynamical nonlinearities, an essential ingredient of deterministic chaotic processes. Traditional surrogate testing subscribes to statistical hypothesis testing and investigates potential differences in discriminant st...

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Detalles Bibliográficos
Publicado en:Sci Rep
Autor Principal: Nagarajan, Radhakrishnan
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6775059/
https://ncbi.nlm.nih.gov/pubmed/31578387
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-50625-y
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