Detail publikace

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

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

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.

Klíčová slova

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.

Vydáno

15. 9. 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"
}