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Home : Business : Math & Scientific Tools
Numap7 icon

Numap7


Numap7 Details:
Publisher: Neural Decision Lab LLC
Version: 7.06
License: Freeware
Price: $0.00
Operating Systems: Windows2000,WinXP
System Requirements: Windows 2000 or XP, 32MB RAM, 25MB hard disk space
File Size: 13.84 MB
Total Views: 488
Total Downloads: 2
Rating: Numap7 rating (4 out of 5 Stars)
Release Date: 4/6/2005
Last Update: 2/26/2006
Screenshot:
Please click to display full view of Numap7 screenshot.
Numap7 Short Description:
Freeware for fast development and application of approximation type networks
Numap7 Long Description:
Freeware for fast training, validation, and application of regression/approximation networks. Fast pruning algorithm creates a nested sequence of different size networks. Includes the multilayer perceptron (MLP), functional link network, piecewise linear network, self organizing map (SOM) and K-Means clustering. C source code for applying trained networks is provided, so users can use networks in their own applications. User-supplied txt-format training data files, containing rows of numbers, can be of any size. Example training data is also provided. Fast VB Graphics for network training error and cluster formation are included. Extensive help files are provided in the software. Numap7 is highly automated and requires very few parameter choices by the user. Advanced features include a fast MLP training algorithm (faster and better than BP and LM), input feature selection, pruning (elimination) of useless units (for MLP) and modules for PLN). Training and validation error are plotted versus network size. Utilities are provided for counting patterns, deleting columns, combining files, splitting files, calculating column mean and standard deviation, and plotting column histograms. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This freeware version of Numap7 limits the MLP to 10 hidden units and limits the PLN to 10 clusters. Upgradable to commercial versions which lacks these limitations. The classification (decision making) version of this software, called Nuclass7, is also available. Numap7.0 was developed by the Image Processing and Neural Networks Lab of Univ. of Texas at Arlington, and by Neural Decision Lab LLC.

Numap7 Keywords:

neural network, multilayer perceptron, fast training, validation, regression, approximation
Other Software Products by Neural Decision Lab LLC:
1) Nuclass7
Numap7 Reviews by Users
Total Reviews: 0
Total Points: 0
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