Creating a model of passive electronic components using a neural network approach

  • Authors:

  • I. G. Belkov;I. N. Malyshev;S. M. Nikulin

  • Affiliations:

  • Alekseev Nizhni Novgorod State Technical University, Nizhni Novgorod, Russia;Alekseev Nizhni Novgorod State Technical University, Nizhni Novgorod, Russia;Alekseev Nizhni Novgorod State Technical University, Nizhni Novgorod, Russia

  • Venue:
  • Automation and Remote Control
  • Year:
  • 2013

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Abstract

Certain ways to design parametric models of passive components using artificial neural networks are discussed. The basic types of neural networks being suitable for the problems of multidimensional approximation are considered. Finally, the ways to construct parametric models of passive components are suggested (including the results demonstrating their efficiency).