Advanced search ?

Object

Download

Title: Multi-layered Bayesian Neural Networks for Simulation and Prediction Stress-Strain Time Series, Journal of Telecommunications and Information Technology, 2015, nr 3

Creator:

Krok, Agnieszka

Date:

2015, nr 3

Resource Type:

artykuł

Description:

The aim of the paper is to investigate the differences as far as the numerical accuracy is concerned between feedforward layered Artificial Neural Networks (ANN) learned by means of Kalman filtering (KF) and ANN learned by means of the evidence procedure for Bayesian technique. The stress- strain experimental time series for concrete hysteresis loops obtained by the experiment of cyclic loading is presented as considered example.

Publisher:

National Institute of Telecommunications

Format:

application/pdf

Resource Identifier:

ISSN 1509-4553, on-line: ISSN 1899-8852 ; oai:bc.itl.waw.pl:1868

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

Kalman filtering Bayesian Neural Networks

Object collections:

Last modified:

Feb 16, 2016

In our library since:

Feb 16, 2016

Number of object content hits:

104

All available object's versions:

https://bc.itl.waw.pl/publication/2134

Show description in RDF format:

RDF

Show description in OAI-PMH format:

OAI-PMH

Edition name Date
Krok, Agnieszka, 2015, nr 3, Multi-layered Bayesian Neural Networks for Simulation and Prediction Stress-Strain Time Series, Journal of Telecommunications and Information Technology, 2015, nr 3 Feb 16, 2016

Objects Similar
Linear quadratic power control for CDMA systems, Journal of Telecommunications and Information Technology, 2003, nr 2

White, Langford B. Perreau, Sylvie Anderson, Michael D.

2003, nr 2
artykuł
The Use of Genetic Algorithms for Searching Parameter Space in Gaussian Process Modeling, Journal of Telecommunications and Information Technology, 2001, nr 3

Krok, Agnieszka

2015, nr 3
artykuł
The Development of Kalman Filter Learning Technique for Artificial Neural Networks, Journal of Telecommunications and Information Technology, 2013, nr 4

Krok, Agnieszka

2013, nr 4
artykuł
More
×

Citation

Citation style:

Contact details

Address

Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

Phone

(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

Visit us!

This page uses 'cookies'. More information