Results 21 to 30 of about 26,964 (314)
Learning unseen coexisting attractors [PDF]
, 2022 Reservoir computing is a machine learning approach that can generate a surrogate model of a dynamical system. It can learn the underlying dynamical system using fewer trainable parameters and hence smaller training data sets than competing approaches ...
Röhm, André +2 more
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Journal of High Energy Physics, 2015 28 pages, 4 figures, LaTeX; v.2: references added, coffee stains removed; v.3: footnote added, minor typos ...
Goldstein, Kevin +2 more
openaire +2 more sources
Journal of High Energy Physics, 2006 47 pages, 4 figures, LaTex, Reference ...
Astefanesei, Dumitru +4 more
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DYNAMIC STATISTICAL CLASSIFICATION
Revista de Matemática: Teoría y Aplicaciones, 2017 We consider the statistical supervised classification problem from adynamical systems approach. We assume that two classes exist and that, for each one, a multivariate normal distribution determines the probability to be in a certain region in then ...
JAVIER PULIDO CEJUDO +1 more
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Lower semicontinuity of attractors for non-autonomous dynamical systems [PDF]
, 2009 This paper is concerned with the lower semicontinuity of attractors for semilinear non-autonomous differential equations in Banach spaces. We require the unperturbed attractor to be given as the union of unstable manifolds of time-dependent hyperbolic
Langa, José A. +3 more
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Information and the Origin of Qualia
Frontiers in Systems Neuroscience, 2017 This article argues that qualia are a likely outcome of the processing of information in local cortical networks. It uses an information-based approach and makes a distinction between information structures (the physical embodiment of information in the ...
Roger Orpwood
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Nonlinear dynamics of weakly dissipative optomechanical systems
New Journal of Physics, 2020 Optomechanical systems attract a lot of attention because they provide a novel platform for quantum measurements, transduction, hybrid systems, and fundamental studies of quantum physics. Their classical nonlinear dynamics is surprisingly rich and so far
Thales Figueiredo Roque +2 more
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Parametrization of global attractors experimental observations and turbulence [PDF]
, 2007 This paper is concerned with rigorous results in the theory of turbulence and fluid flow. While derived from the abstract theory of attractors in infinite-dimensional dynamical systems, they shed some light on the conventional heuristic theories of ...
Robinson, James C.
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Approximating attractors of Boolean networks by iterative CTL model checking
Frontiers in Bioengineering and Biotechnology, 2015 This paper introduces the notion of approximating asynchronous attractors of Boolean networks by minimal trap spaces. We define three criteria for determining the quality of an approximation: faithfulness which requires that the oscillating variables of ...
Hannes eKlarner, Heike eSiebert
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On methods for verification of the pseudohyperbolicity of strange attractors [PDF]
Известия высших учебных заведений: Прикладная нелинейная динамика, 2021 The topic of the paper is strange attractors of multidimensional maps and flows. Strange attractors can be divided into two groups: genuine attractors, that keep their chaoticity under small perturbations, and quasi-attractors (according to Afraimovich ...
Gonchenko, Sergey Vladimirovich +3 more
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