Literature DB >> 22181243

Nonuniqueness of global modeling and time scaling.

Claudia Lainscsek1.   

Abstract

Starting from an observed single time series, it is shown how to reconstruct a global model in the original phase space by using the ansatz library approach. This model is then compared to the underlying dynamical system that describes the initial time series, and the nonuniqueness of the reconstructed model is discussed. This framework is extended by taking an additional time scaling factor in the reconstructed model class under consideration.

Year:  2011        PMID: 22181243     DOI: 10.1103/PhysRevE.84.046205

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  4 in total

1.  Causality detection in cortical seizure dynamics using cross-dynamical delay differential analysis.

Authors:  Claudia Lainscsek; Christopher E Gonzalez; Aaron L Sampson; Sydney S Cash; Terrence J Sejnowski
Journal:  Chaos       Date:  2019-10       Impact factor: 3.642

2.  Discovering independent parameters in complex dynamical systems.

Authors:  Claudia Lainscsek; Jonathan Weyhenmeyer; Terrence J Sejnowski; Christophe Letellier
Journal:  Chaos Solitons Fractals       Date:  2015-07       Impact factor: 5.944

3.  Electrocardiogram classification using delay differential equations.

Authors:  Claudia Lainscsek; Terrence J Sejnowski
Journal:  Chaos       Date:  2013-06       Impact factor: 3.642

4.  Delay differential analysis of time series.

Authors:  Claudia Lainscsek; Terrence J Sejnowski
Journal:  Neural Comput       Date:  2015-01-20       Impact factor: 2.026

  4 in total

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