Treffer: SOFTWARE PACKAGE FOR ANALYSIS THE PERFORMANCES OF BACKPROPAGATION NEURAL NETWORKS TRAINING ALGORITHM.

Title:
SOFTWARE PACKAGE FOR ANALYSIS THE PERFORMANCES OF BACKPROPAGATION NEURAL NETWORKS TRAINING ALGORITHM.
Authors:
PĂNOIU, Manuela1, PĂNOIU, Caius1, IORDAN, Anca1, ILLES, Cosmina1
Source:
Annals of the Faculty of Engineering Hunedoara - International Journal of Engineering. Nov2011, Vol. 9 Issue 4, p163-166. 4p.
Subject Terms:
*ARTIFICIAL neural networks, *ALGORITHMS, *INTEGRATED software, *COMPUTER software, *BACK propagation, *JAVA programming language, *EDUCATIONAL technology
Database:
Academic Search Index

Weitere Informationen

In this paper we present a software package use to analysis the performances of backpropagation neural networks training algorithm. It was analyze the dependency of performances with the learning rate of the algorithm. The software was implemented in Java language. The software was designed with the aim of offering a very easy-to-use user interface. It can be use as an educational tool for teach the basic concepts of backpropagation neural networks. [ABSTRACT FROM AUTHOR]