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| File Information |
| Description |
The adaptive Neural Network Library (Matlab 5.3.1 and later) is a collection of blocks that implement several Adaptive Neural Networks featuring different adaptation algorithms.
It was developed mainly in June-July 2001 by Giampiero Campa (West Virginia University) and Mario Luca Fravolini (Perugia University). Later improvements were partially supported by the NASA Grant NCC5-685.
There are blocks that implement basically these kinds of neural networks:
Adaptive Linear Networks (ADALINE)
Multilayer Layer Perceptron Networks
Generalized Radial Basis Functions Networks
Dynamic Cell Structure (DCS) Networks with gaussian or conical basis functions
Also, a Simulink example regarding the approximation of a scalar nonlinear function is included.
Finally, the file Training.zip includes step by step instrucions on how to train the GRBF network and the supporting example. |
| Required Products |
Simulink
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| MATLAB release |
MATLAB 5.3.1 (R11.1)
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| Zip File Content |
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| Other Files |
ann.mdl, anndemo.mdl, contents.m, dcsgl2.dll, dcsgl2.mexw32, demos.m, emran8.dll, emran8.mexw32, info.xml, Readme.txt, src.z.p, training.zip, vrmult.dll, vrmult.mexw32
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| Comments and Ratings (56) |
| 16 Jan 2003 |
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| 01 Nov 2009 |
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| Updates |
| 20 Nov 2001 |
info.xml file added for R12
and some other very minor
changes. |
| 19 Mar 2002 |
The code for emran and dcs networks has been widely cleaned and refactored.
A minor bug causing errors in Matlab 6.1 has been fixed. |
| 02 Jul 2002 |
Stabilizing terms (somewhat similar in a way to "Sigma modifications" and "forgetting factors") have been added in both Adaline and EMRAN. Some typos in the EMRAN help text have been corrected as well. |
| 12 Feb 2003 |
Very small modifications for MATLAB 6.5 (conversion to real before calling some s-functions). |
| 02 Jul 2003 |
Some fairly big changes :
-) Every network has MIMO capability
-) The help files have been completely rewritten.
-) The demo is also somewhat improved. |
| 17 Dec 2003 |
Minor changes in the demo. Please email me if you need the source. |
| 17 Dec 2003 |
Minor changes in the demo. Please email me if you need the source. |
| 12 May 2005 |
Renamed everything lowercase |
| 12 May 2005 |
Removed dir structure from zip file |
| 23 Aug 2006 |
Step by step instrucions on how to train the ERMAN network have been included, as well as a support example. |
| 07 Feb 2007 |
Refined info.xml file. |
| 04 Jun 2007 |
Only the best networks (one per class) have been retained, names have been simplified, dependency on the smxl library has been removed, all S-Functions are now written in C, and weight limiting mechanisms have been added. |
| 23 Oct 2007 |
Recompiled mex files with matlab 7.1 so that everything works fine with newer versions requiring the .mexw32 extension. The .dll files are retained to the benefit users working with versions prior to 7.1, other users may delete them. |
| 14 Feb 2008 |
Replaced an older version of training.zip that was mistakenly reintroduced in October 2007. Now everything works out of the box. Please let me know of any more problems. |
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