Citation link:
Authors:
Лазарова-Мицева, Милена Кирилова; Lazarova, Milena Вж Mitseva-Lazarova, Milena Kirilova; Лазарова, Милена Вж Мицева-Лазарова, Милена Кирилова; Мицева-Лазарова, Милена Кирилова; Chochev, Cocho; Hachikyan, Agop Hachik rew.; Хачикян, Агоп Хачик рец.; Гочев, Гочо Вълев; Gochev, Gocho Valev
Title:
Object oriented neural network simulator
Other Titles:
Обективно ориентиран невронно-мрежов симулатор
Date of Issue:
2005
Is Part of:
PROCEEDINGS OF THE TECHNICAL UNIVERSITY - SOFIA, 55, 2005 - Anniversary “Sixty Years Technical University - Sofia”, pp. 51-60
Publisher:
TU - Sofia
Identifiers:
0374-432Х [issn]
Type:
Article
Language:
eng
Subject:
невронно-мрежови симулатори
Abstract:
An object-oriented neural network simulator is discussed in the paper. The simulator implements learning and recall processes in a feed-forward neural network trained using error backpropagation algorithm and a self-organizing Kohonen neural network trained by a competitive learning procedure. The simulator consists of a library of C++ classes and functions implementing the training and the recognition in the neural networks and a graphical user interface roviding possibilities for control and monitoring of the training process as well visualization of some parameters and results. The developed simulator is tested on two classification problems —symbol recognition and multispectral classification of satellite remote sensing data.
Description:
Рец. доц. Агоп Хачикян = Reviewer as prof. Agop Hatchikyan
