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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Veröffentlicht in:	Scientific reports 2019-10, Vol.9 (1), p.14158-11, Article 14158
1. Verfasser:	Nagarajan, Radhakrishnan
Format:	Artikel
Sprache:	eng
Schlagworte:	639/705/1042 639/705/531 Humanities and Social Sciences Hypothesis testing multidisciplinary Neural networks Science Science (multidisciplinary) Statistics Time series
Online-Zugang:	Volltext
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