About: Development of Higher-Order Nonlinear Neural Units as a Tool for Approximation, Identification and Control of Complex Nonlinear Dynamic Systems and Study of Their Application Prospects for Nonlinear Dynamics of Cardiovascular System     Goto   Sponge   NotDistinct   Permalink

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  • Zpráva představuje vývoj nekonvenčních umělých neuronových jednotek s minimálním počtem neurálních parametrů. Samostatné statické a dynamické (spojité i diskrétní) nelineární neuronové jednotky s nelinearitami vyšších řádů jsou představeny pro návrh nové metody aproximace a vyhodnocování složitých nelineárních systémů. Tyto nové neuronové jednotky mají nelineární agregační funkci (neurální synaptickou operaci), statickou nebo dynamickou strukturu, a lineární nebo nelineární výstupní funkci (neurální somatickou operaci) (cs)
  • The report introduces development of nonconventional artificial neural architectures with minimum number of neural parameters. The standalone static and dynamic (both continuous-time and discrete) higher-order nonlinear neural units (HONNU) are introduced as they are intended for novel methods of approximation and evaluation of complex nonlinear systems. The novel neural units have nonlinear neural synaptic operation, static or dynamic internal neural structure, and linear or nonlinear somatic neural operation.
  • The report introduces development of nonconventional artificial neural architectures with minimum number of neural parameters. The standalone static and dynamic (both continuous-time and discrete) higher-order nonlinear neural units (HONNU) are introduced as they are intended for novel methods of approximation and evaluation of complex nonlinear systems. The novel neural units have nonlinear neural synaptic operation, static or dynamic internal neural structure, and linear or nonlinear somatic neural operation. (en)
Title
  • Development of Higher-Order Nonlinear Neural Units as a Tool for Approximation, Identification and Control of Complex Nonlinear Dynamic Systems and Study of Their Application Prospects for Nonlinear Dynamics of Cardiovascular System
  • Development of Higher-Order Nonlinear Neural Units as a Tool for Approximation, Identification and Control of Complex Nonlinear Dynamic Systems and Study of Their Application Prospects for Nonlinear Dynamics of Cardiovascular System (en)
  • Vývoj nelineárních neuronových jednotek s nelinearitami vyšších řádů jako nástroje pro aproximaci, identifikaci, a řízení složitých nelineárních systémů a studie jejich možného využití v dynamice kardiovaskulárního systému (cs)
skos:prefLabel
  • Development of Higher-Order Nonlinear Neural Units as a Tool for Approximation, Identification and Control of Complex Nonlinear Dynamic Systems and Study of Their Application Prospects for Nonlinear Dynamics of Cardiovascular System
  • Development of Higher-Order Nonlinear Neural Units as a Tool for Approximation, Identification and Control of Complex Nonlinear Dynamic Systems and Study of Their Application Prospects for Nonlinear Dynamics of Cardiovascular System (en)
  • Vývoj nelineárních neuronových jednotek s nelinearitami vyšších řádů jako nástroje pro aproximaci, identifikaci, a řízení složitých nelineárních systémů a studie jejich možného využití v dynamice kardiovaskulárního systému (cs)
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  • RIV/68407700:21220/04:02120374!RIV09-MSM-21220___
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  • RIV/68407700:21220/04:02120374
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  • artificial neural networks; heart rate variability; higher-order nonlinear neural unit; nonconventional neural architecture; nonlinear systems (en)
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  • [EFCDE71F432D]
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  • Bukovský, Ivo
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  • 21220
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