Numap7 7.06a
| Developer: |
Neural Decision Lab LLC (more products...) |
| OS: | Windows2000/XP |
| License: | Freeware |
| Price: |
FREE |
| Size: | 13.79 MB |
| Rating: |  Rate this program: |
|
|
|
Freeware for fast training, validation, and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, and piecewise linear network. The self organizing map (SOM) and K-Means clustering are also included. Fast pruning algorithms create and validate a nested sequence of different size networks, to facilitate structural risk minimization. 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. This version runs significantly faster. Advanced features include network sizing and feature selection. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This basic version of Numap7 limits the MLP to 10 hidden units and limits the PLN to 10 clusters. Upgradable to commercial versions which lack 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. |
|
|
Latest news:
Hackers boot Linux on iPhone (Mon, 01 Dec 2008 07:39:18 -0800)
A new front has opened in the ongoing arms race between Apple and iPhone hackers, with one hacker group making the iPhone boot with a Linux 2.6 kernel. A new front has opened in the ongoing arms race between Apple and iPhone hackers, with one hacker group making the...
Survey: CIOs 'out of the loop' (Mon, 01 Dec 2008 07:16:14 -0800)
CIOs are often seen as "glorified IT directors", looking after the day-to-day running of IT systems, instead of being used to align IT with business aims. Chief information officers are "out of the loop", according to a survey carried out by London-based Deloitte and the Cranfield School of Management....
Who gains from Microsoft's free Morro antivirus? (Mon, 01 Dec 2008 05:58:43 -0800)
Microsoft is dropping its subscription-based antivirus software in favor of a free package, code-named 'Morro'. ScanSafe Internet-security expert Mary Landesman investigates Microsoft's motives. Commentary--Microsoft is to replace its paid-for antivirus product with a free one, citing an altruistic desire to spread protection around the world. But many are less...
Sun warns of bugs as it releases MySQL 5.1 (Mon, 01 Dec 2008 05:48:08 -0800)
MySQL's founder has released version 5.1 of the open-source database software, but simultaneously warned of a number of bugs present in the new features that still need to be fixed. Sun has released version 5.1 of the open-source MySQL database software, but the software's founder simultaneously warned...
Text analytics helps find what you're searching for (Mon, 24 Nov 2008 12:20:32 -0800)
As search becomes more and more of a commodity, many people are beginning to ask whats next for the enterprise search industry. The answer may lie with the fast-evolving area of text analytics, says Lexalytics' Jeff Catlin. Commentary--Enterprise search is still growing, evolving and improving....
|
|
|
