Synthesis of Predictive Models of Nonlinear Devices: The Intutitive Approach

Konferenz: ANNA '18 - Advances in Neural Networks and Applications 2018
15.09.2018 - 17.09.2018 in St. St. Konstantin and Elena Resort, Bulgaria

Tagungsband: ANNA '18

Seiten: 6Sprache: EnglischTyp: PDF

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Biolek, Dalibor; Biolek, Zdenek (Dept. of Microelectronics/EE, Brno University of Technology, University of Defence, Brno, Czech Republic)
Biolkova, Viera; Kolka, Zdenek (Dept. of Radio Electronics, Brno University of Technology, Brno, Czech Republic)

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.