NetPro neural network simulator for Windows

M.Ing. (Mechanical Engineering) === This thesis involves the development of a Neural Network software package within a Windows environment. This package is called NetPro. It contains most of the standard tools used in existing neural network packages e.g. shuffling of facts, automatic test file fact...

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Bibliographic Details
Main Author:	Burger, Dewald
Published:	2015
Subjects:	Neural networks (Computer science) Windows (Computer programs)
Online Access:	http://hdl.handle.net/10210/14763

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spelling	ndltd-netd.ac.za-oai-union.ndltd.org-uj-uj-143052017-09-16T04:01:15ZNetPro neural network simulator for WindowsBurger, DewaldNeural networks (Computer science)Windows (Computer programs)M.Ing. (Mechanical Engineering)This thesis involves the development of a Neural Network software package within a Windows environment. This package is called NetPro. It contains most of the standard tools used in existing neural network packages e.g. shuffling of facts, automatic test file facts extraction, randomizing of weights values (before and during training), automatic/manual construction of network files, logging of network properties during training, noise can be added to inputs, etc. NetPro has three additional tools: (a) time delay actions on inputs, (b) a neural network calculator, and (c) automatic saving of the best network during training. The calculator is used to calculate the number of training facts needed for optimum generalization ...2015-10-14Thesisuj:14305http://hdl.handle.net/10210/14763University of Johannesburg
collection	NDLTD
sources	NDLTD
topic	Neural networks (Computer science) Windows (Computer programs)
spellingShingle	Neural networks (Computer science) Windows (Computer programs) Burger, Dewald NetPro neural network simulator for Windows
description	M.Ing. (Mechanical Engineering) === This thesis involves the development of a Neural Network software package within a Windows environment. This package is called NetPro. It contains most of the standard tools used in existing neural network packages e.g. shuffling of facts, automatic test file facts extraction, randomizing of weights values (before and during training), automatic/manual construction of network files, logging of network properties during training, noise can be added to inputs, etc. NetPro has three additional tools: (a) time delay actions on inputs, (b) a neural network calculator, and (c) automatic saving of the best network during training. The calculator is used to calculate the number of training facts needed for optimum generalization ...
author	Burger, Dewald
author_facet	Burger, Dewald
author_sort	Burger, Dewald
title	NetPro neural network simulator for Windows
title_short	NetPro neural network simulator for Windows
title_full	NetPro neural network simulator for Windows
title_fullStr	NetPro neural network simulator for Windows
title_full_unstemmed	NetPro neural network simulator for Windows
title_sort	netpro neural network simulator for windows
publishDate	2015
url	http://hdl.handle.net/10210/14763
work_keys_str_mv	AT burgerdewald netproneuralnetworksimulatorforwindows
_version_	1718535301226299392

NetPro neural network simulator for Windows

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