Publication result detail

Estimation of Statistical Parameters of the Digital Signal Using Artificial Neural Networks

Martin Kotol

Original Title

Estimation of Statistical Parameters of the Digital Signal Using Artificial Neural Networks

English Title

Estimation of Statistical Parameters of the Digital Signal Using Artificial Neural Networks

Type

Paper in proceedings (conference paper)

Original Abstract

This paper deals with the artificial neural networks (NN), which are used to estimate the statistical parameters of the digital signal. We will compare the results of training NN with Radial Basic Function and Feedforward neural network. In the case of Feedforward networks, several activation functions will be used. Then the results of training of all neural networks will be compared.

English abstract

This paper deals with the artificial neural networks (NN), which are used to estimate the statistical parameters of the digital signal. We will compare the results of training NN with Radial Basic Function and Feedforward neural network. In the case of Feedforward networks, several activation functions will be used. Then the results of training of all neural networks will be compared.

Keywords

artificial neural network, Feedforward, Radial Basic Function, statistical parameters, digital signal

Key words in English

artificial neural network, Feedforward, Radial Basic Function, statistical parameters, digital signal

Authors

Martin Kotol

RIV year

2016

Released

18.08.2015

Publisher

Vysoké učení technické v Brně Fakulta elektrotechniky a komunikačních technologií

Location

http://www.ieee.cz/

ISBN

978-80-214-5239-8

Book

Sborník příspěvků studentské konference Kohútka 2015

Pages from

21

Pages to

24

Pages count

4

URL

http://www.ieee.cz/

BibTex

@inproceedings{BUT115754,
  author="Martin {Kotol}",
  title="Estimation of Statistical Parameters of the Digital Signal Using Artificial Neural Networks",
  booktitle="Sborník příspěvků studentské konference Kohútka 2015",
  year="2015",
  number="1",
  pages="21--24",
  publisher="Vysoké učení technické v Brně Fakulta elektrotechniky a komunikačních technologií",
  address="http://www.ieee.cz/",
  isbn="978-80-214-5239-8",
  url="http://www.ieee.cz/"
}