Numap7 7.06

    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

Size

 13.84 MB

License

 Freeware

Price

 0 USD

Category

 Software Development / Others

Operating System

 Windows2000,WinXP

Developer

 Neural Decision Lab LLC
Program system requirements: Windows 2000 or XP, 32MB RAM, 25MB hard disk space

New in this version:Improved help, Faster MLP validation, Improved feature selection
Download Now
File size 13.84 MB
Tags:  neural network, multilayer perceptron, fast training, validation, regression, approximation,

Copy below code into your website if you want link to Numap7 page
<a href="http://www.top-shareware.net/numap7.html">Download Numap7</a>

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