Detail publikace

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Originální název

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Anglický název

Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Jazyk

en

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.

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",
  annote="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.",
  address="VDE VERLAG GMBH",
  booktitle="Advances in Neural Networks and Applications 2018 (ANNA'18)",
  chapter="151077",
  howpublished="online",
  institution="VDE VERLAG GMBH",
  year="2018",
  month="september",
  pages="23--28",
  publisher="VDE VERLAG GMBH",
  type="conference paper"
}