Detail publikace

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

Originální název

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

Anglický název

Broadband Modeling of Planar Transmission Lines by Elman Neural Network

Jazyk

en

Originální abstrakt

In the paper, exploitation of Elman neural network for broadband modeling of a shielded microstrip transmission line in layered media is discussed. The structure is numerically modeled by finite-element method. The numerical model acts as a teacher for Elman neural network representing the behavior of the structure. Elman neural model is compared to a feed-forward neural one from the point of view of accuracy, approximation abilities, CPU-time demands and elaborateness of the development.

Anglický abstrakt

In the paper, exploitation of Elman neural network for broadband modeling of a shielded microstrip transmission line in layered media is discussed. The structure is numerically modeled by finite-element method. The numerical model acts as a teacher for Elman neural network representing the behavior of the structure. Elman neural model is compared to a feed-forward neural one from the point of view of accuracy, approximation abilities, CPU-time demands and elaborateness of the development.

Dokumenty

BibTex


@inproceedings{BUT7271,
  author="Zbyněk {Raida}",
  title="Broadband Modeling of Planar Transmission Lines by Elman Neural Network",
  annote="In the paper, exploitation of Elman neural network for broadband modeling of a shielded microstrip transmission line in layered media is discussed. The structure is numerically modeled by finite-element method. The numerical model acts as a teacher for Elman neural network representing the behavior of the structure. Elman neural model is compared to a feed-forward neural one from the point of view of accuracy, approximation abilities, CPU-time demands and elaborateness of the development.",
  address="Ústav radioelektroniky, FEKT VUT v Brně",
  booktitle="Proceedings of Radioelektronika 2003",
  chapter="7271",
  institution="Ústav radioelektroniky, FEKT VUT v Brně",
  year="2003",
  month="may",
  pages="268",
  publisher="Ústav radioelektroniky, FEKT VUT v Brně",
  type="conference paper"
}