About: New Neural Architectures and new adaptive evaluation of chaotic time series

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Non-linear dynamic systems and the types of their outputs with deterministic chaos are introduces. The classical non-linear methods for the analysis and the evaluation of their output signals as are Correlation Dimension, Lyapunov Exponents and Recurrence plot, are described. The quality of results acquired by these methods are discussed. As an innovation - various types of Higher Order Non-linear Neural Units (HONNU) are deployed. A few applications are demonstrated. As a conclusions - the limitations and advantages of the introduced methods with HONNU are proposed. Non-linear dynamic systems and the types of their outputs with deterministic chaos are introduces. The classical non-linear methods for the analysis and the evaluation of their output signals as are Correlation Dimension, Lyapunov Exponents and Recurrence plot, are described. The quality of results acquired by these methods are discussed. As an innovation - various types of Higher Order Non-linear Neural Units (HONNU) are deployed. A few applications are demonstrated. As a conclusions - the limitations and advantages of the introduced methods with HONNU are proposed. (en)
Title	New Neural Architectures and new adaptive evaluation of chaotic time series New Neural Architectures and new adaptive evaluation of chaotic time series (en)
skos:prefLabel	New Neural Architectures and new adaptive evaluation of chaotic time series New Neural Architectures and new adaptive evaluation of chaotic time series (en)
skos:notation	RIV/68407700:21220/10:00170480!RIV14-MSM-21220___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(2B06023)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Bíla, Jiří Bukovský, Ivo
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta strojní
http://linked.open...dnocenehoVysledku	274732
http://linked.open...ai/riv/idVysledku	RIV/68407700:21220/10:00170480
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Non Linear Dynamic Systems; Higher Order Non-linear Neural Units; Complex Time Series; Deterministic Chaos; Correlation Dimension; Recurrence Plot; Adaptation Plot (en)
http://linked.open.../riv/klicoveSlovo	Deterministic Chaos Recurrence Plot Adaptation Plot Complex Time Series Correlation Dimension Higher Order Non-linear Neural Units Non Linear Dynamic Systems
http://linked.open...ontrolniKodProRIV	[DD4AD7DB1D0C]
http://linked.open...v/mistoKonaniAkce	Praha
http://linked.open...i/riv/mistoVydani	Praha
http://linked.open...i/riv/nazevZdroje	4th IMECO International Symposium on Measurement, Analysis and Modelling of Human Functions - ISHF 10
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Development of a method for estimation of energy and matter fluxes in selected ecosystems; formulation and verification of principles for evaluation of conditions supporting selfregulation and biodiversity.
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Bíla, Jiří Bukovský, Ivo
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2010-06-14 (xsd:date)
number of pages	2 (xsd:int)
http://purl.org/ne...btex#hasPublisher	České vysoké učení technické v Praze. Fakulta strojní
https://schema.org/isbn	978-1-61738-984-9
http://localhost/t...ganizacniJednotka	21220

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