|
|
| Freeware for fast training, validation, and application of neural and conventional classifiers including MLP, functional link net, piecewise linear net, nearest neighbor classifier, self organizing map. Extensive help. C source for trained nets |
|
| Updated |
Jan 23, 2006 08:55:48 | | Size | 14469 kb | | Licence | Freeware | | Status | Major Update | | Languages | English | | Tags | neural network, multilayer perceptron, fast training, validation, classification, nearest neighbor classifier | | OS | Windows 2000, Windows XP | | Homepage | neuraldl.com | | Email | feedback@NeuralDL.com | | Author | Mike Manry |
|
|
 click for full size
|
Description:
Freeware for fast training, validation, and application of classification type networks including the multilayer perceptron (MLP), functional link network, piecewise linear network, and nearest neighbor classifier. The self organizing map (SOM) and K-Means clustering are also included. Fast pruning algorithms create 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 classification error and SOM cluster formation are included. Extensive help files are provided in the software.
Nuclass7 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 Nuclass7 limits the MLP to 10 hidden units, the PLN to 10 clusters, and the NNC to 50 clusters. Upgradable to the commercial version, which lacks these limitations. The regression/approximation version of this software, called Numap7, is also available. Nuclass7 was developed by the Image Processing and Neural Networks Lab of Univ. of Texas at Arlington, and by Neural Decision Lab LLC. | Short tags:
neural network, multilayer perceptron, fast training, validation, classification, nearest neighbor classifier | System Requirements:
Windows 2000 or XP, 32MB RAM, 25MB hard disk space | Change Info:
Faster algorithms, Improved feature selection |  Find last version of Nuclass7 | |
|  Free Download Nuclass7 7.06a from www-ee.uta.edu |
| Similar software shotlights: | - 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…
| | Find all software similar on Nuclass7 7.06a |
| Similar smart reviews: | - Network Assistant 4.1, everything for communication! — In our small office network we need many different types of communication. For example, we discuss general questions in public chats. We touch upon more specific topics in private chats. We send short immediate messages to each other through instant messengers. We publish some permanent office-wide messages on our message boards. All these types seem to be rather trivial…
- 1001 Lines. Train Your Brain — Can you imagine the approximate amount of time people spend playing the «simple» games like Minesweeper or Tetris still by much exceeds the time spent on playing the «cool and modern» strategies and MMORPG? You aren’t surprised or may say, «OK, the simple games always would be more popular as they are _simple_.» It’s the point, but it’s not the…
- AIT_Trains 1.8. Train on the Trains — AIT_Trains I want to talk about today is a dangerous thing. It is a very effective and pitiless time-killer: I’ve spent several days with those trains, railways, freights, rail-stations; and I’m afraid those days were not the last portion of my time stolen by this game. So, read on only if you are positive that you can stand the temptation. OK, several…
- All about RFID - Training CD — Radio Frequency Identification (RFID) is a relatively new technology. But it is rapidly becoming popular. This technology for noncontact identification of goods, people and vehicles has many evident advantages over the more traditional schemes of identification (like infra-red barcode readers and so on). Virtually the only drawback of transfaring business processes to using RFID is the fact that…
- Personal Chess Trainer 2007, And Now, It's Possible! — The chess game is one of the most ancient, non-trivial and brain-changing game since the humanity’s origin. It is well-known that it is much easier to «understand the rules» (how each figure moves, and what to do basically) than to really «learn chess». Some have even argued that there’s no way to learn chess on your own by just playing…
- Global Network Inventory, Examining The Network — Any computer network administrator has a large responsibility area concerning all network computers configuration. This area includes both hardware and software configurations, and control of all them is really important for network safety, reliability and stability. But as soon as the number of computers in the network exceeds about 7, no administrator, even a genius one, can control them all…
- Scale Trainer Guitar Edition — Scales are the base of the music. All musical abilities, all combination, all melodies, all moods are based on scales, so scales are just the basic musical *skill*. But the problem is, before you can try to teach yourself playing scales, you need to know a lot of boring «theory» — terminology, note writing and so on. Scale Trainer Guitar Edition is an ideal teaching…
- The Fast File Encryptor - lightning-fast protection of your data from prying eyes — If you computer contains confidential information or is used by several people, you may eventually want to create your own secret stash to make sure you data is reliably protected from any kind of intrusions. If you are looking for an ultimate way to secure your data, full encryption is the right way to go. The Fast File Encryptor is a small, affordable and very, very…
- TOEFL iBT Listening & Speaking & Writing Conqueror Suite - an ultimate training solution for TOELF takers — Test of English as a Foreign Language (TOELF) is the world’s most popular test used globally by universities, businesses and government agencies for determining the ability of the test-taker to use and understand Standard American English. Since 2005, the conventional computer- and paper-based tests have been replaced by iBT — the Interned-based version of TOELF. If you are…
| | Find all smart reviews similar on Nuclass7 7.06a |
|
