Object

Title: Research of Neural Network Learning Rate Control Methods for the Automatic Signal Type Recognition

Publication Details:

Established in 2008

Journal or Publication Title:

Armenian Journal of Physics=Ֆիզիկայի հայկական հանդես

Date of publication:

2021

Volume:

14

Number:

2

ISSN:

1829-1171

Official URL:


Corporate Creators:

National Polytechnic University of Armenia

Coverage:

91-98

Abstract:

A neural network with dynamic parameters and algorithms for the learning rate hyperparameter control has been developed in the LabVIEW software environment in order to increase the efficiency of the signal type recognition algorithm and reduce the network training time. The learning rate hyperparameter control methods testing results are presented. As a result, the most effective method for this task was selected.

Format:

pdf

Identifier:

click here to follow the link ; oai:arar.sci.am:272110

Location of original object:

ՀՀ ԳԱԱ Հիմնարար գիտական գրադարան

Object collections:

Last modified:

Dec 13, 2023

In our library since:

Jul 2, 2021

Number of object content hits:

135

All available object's versions:

https://arar.sci.am/publication/296621

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