Detail publikačního výsledku

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

BIOLEK, D.; BIOLEK, Z.; BIOLKOVÁ, V.; KOLKA, Z.

Originální název

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Anglický název

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Chua's concept of predictive modeling leads to the modeling of complicated devices via interconnected models of fundamental building blocks. This paper proposes a procedure of the synthesis of nonlinear dynamic systems, described by their differential equations of motion, from Chua's two-terminal higher-order elements. It is also highlighted that in some cases the synthesis is impossible without the use of multi-terminal building blocks. Two examples demonstrating such a synthesis are given, the generalized Van der Pol oscillator and the Hodgkin-Huxley models of potassium and sodium ion-channels as memristive systems.

Anglický abstrakt

Chua's concept of predictive modeling leads to the modeling of complicated devices via interconnected models of fundamental building blocks. This paper proposes a procedure of the synthesis of nonlinear dynamic systems, described by their differential equations of motion, from Chua's two-terminal higher-order elements. It is also highlighted that in some cases the synthesis is impossible without the use of multi-terminal building blocks. Two examples demonstrating such a synthesis are given, the generalized Van der Pol oscillator and the Hodgkin-Huxley models of potassium and sodium ion-channels as memristive systems.

Klíčová slova

predictive model; synthesis; memristor; Chua's higher-order elements; constitutive relation; Van der Pol oscillator; Hodgkin-Huxley model.

Klíčová slova v angličtině

predictive model; synthesis; memristor; Chua's higher-order elements; constitutive relation; Van der Pol oscillator; Hodgkin-Huxley model.

Autoři

BIOLEK, D.; BIOLEK, Z.; BIOLKOVÁ, V.; KOLKA, Z.

Rok RIV

2019

Vydáno

15.09.2018

Nakladatel

VDE VERLAG GMBH

Místo

Berlin, Offenbach

ISBN

978-3-8007-4756-6

Kniha

Advances in Neural Networks and Applications 2018 (ANNA'18)

Strany od

23

Strany do

28

Strany počet

6

BibTex

@inproceedings{BUT151077,
  author="Dalibor {Biolek} and Zdeněk {Biolek} and Viera {Biolková} and Zdeněk {Kolka}",
  title="Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach",
  booktitle="Advances in Neural Networks and Applications 2018 (ANNA'18)",
  year="2018",
  pages="23--28",
  publisher="VDE VERLAG GMBH",
  address="Berlin, Offenbach",
  isbn="978-3-8007-4756-6"
}