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Source code for training of multilayer perceptron for approximation. Data files included. Source code for applying the trained network. Resulting networks can be pruned by NuMap7.06. For winzip password: http://www-ee.uta.edu/eeweb/ip/Software.htm.
Updated
Nov 12, 2006 02:55:43
Licence
Freeware
Status
New Release
Languages
English
Tags
neural network, multilayer perceptron, fast training, approximation, source code
OS
Windows 98, Windows 2000, Windows XP, Windows 2003
Numap7 7.06 — Freeware for fast development and application of regression type networks including the multilayer perceptron, functional link net, piecewise linear network, self organizing map and K-Means. Extensive help. C source code for applying trained nets.
MLP-Class 1.0 — Source code for fast training of multilayer perceptron classifier. Data files included. Source code for applying the trained network. Resulting networks can be pruned by NuClass7.06. For winzip password: http://www-ee.uta.edu/eeweb/ip/Software.htm.
Description: Source code for fast training of multilayer perceptron for approximation. Example training and validation data files included. Source code for applying the trained network. Resulting networks can be pruned by NuMap7.06. The training algorithm can be modified to be substantially better than BP. A readme file is provided.
The classification version of this software, called MLP-Class, is also available. MLP-Map was developed by the Image Processing and Neural Networks Lab of Univ. of Texas at Arlington, and by Neural Decision Lab LLC. For winzip password, go to:
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