Skip to main content
Log in

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

  • Sensors and Systems
  • Published:
Automation and Remote Control Aims and scope Submit manuscript

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).

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Volodin, V.Ya., Designing the Models of Electromagnetic Components Using Experimental Results, Silovaya Elektronika, 2011, no. 3, pp. 5–14.

  2. Malyshev, I.N., Nikulin, S.M., and Utkin, V.N., Measuring the Wave Spreading Parameters for Elements of Integrated Microwave Structures in Strip Lines, Metrologiya, 2008, no. 2, pp. 32–42.

  3. Vaitkus, R.L., Wide-band De-embedding with a Short, an Open, and a Through Line, Proc. IEEE, 1986, vol. 74, no. 1, pp. 71–74.

    Article  Google Scholar 

  4. Belkov, I.G., Malyshev, I.N., Nikulin, S.M., Simakov, S.V., and Utkin, V.N., The Determination of Microwave Resistive Electronic Components Parameters, Datch. Sist., 2009, no. 11, pp. 3–6.

  5. Medvedev, V.S. and Potemkin, V.G., Neironnye seti. MATLAB 6 (Neural Netwoks in MATLAB 6), Potemkin, V.G., Ed., Moscow: Dialog-MFI, 2002.

    Google Scholar 

  6. Hagan, M.T., Demuth, H.B., and Beale, M.H., Neural Network Design, Boston: PWS, 1996.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Original Russian Text © I.G. Belkov, I.N. Malyshev, S.M. Nikulin, 2011, published in Datchiki i Sistemy, 2011, No. 12, pp. 30–34.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Belkov, I.G., Malyshev, I.N. & Nikulin, S.M. Creating a model of passive electronic components using a neural network approach. Autom Remote Control 74, 275–281 (2013). https://doi.org/10.1134/S0005117913020094

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0005117913020094

Keywords

Navigation