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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Autoren:
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)
Inhalt:
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.