havFmNet:J - Java classes for Self-Organizing Feature Map Neural Networks (SOM) and Kohonen Maps
Neural Net class libs - C++ and Java havFmNet++TM

C++ classes for implementing 1D to nD Self-Organizing Feature Maps

havFmNet++TM is focused on implementation of the underlying NN functions/activities rather than the higher-level simulator/UI. It is designed to be fully embedable; however, it can, as easily, be used to implement stand-alone training or consultation applications. The typical application can take advantage of the layer oriented API to define either simple nets or very complicated and large nets consisting of one or more sub-nets.

Availability Notice:
The havFmNet++TM (c++) library is currently available only by special arrangement - but the Java version, havFmNet:J, is now available for online purchase.
havFmNet 1D to nD maps with fully "hyper" neighborhood function and parameters.
Notice: The JavaScript Neural Nets web-demo contains a conultation application using a 3-D Map trained using havFmNet:J.
havFmNet Neighborhood controlable by...
  • function width,
  • coefficient cutoff and
  • block size (i.e. hypercube size).
havFmNet Nodes addressable by 1D or nD index values.
havFmNet Error query per map or per node
havFmNet Selectable conscience, learning rate, batch size, noise, etc.
havFmNet On-Center-Off-Surround training with a sombrero form of Kohonen's neighborhood function.

on Center-off Surround
Click for larger view

[ HOME ]
Copyright © 1994-2017 by hav.Software and Horace "Kicker" Vallas. All Rights Reserved.

hav.Software havBpNet:J, havFmNet:J, havBpNet++, havFmNet++, havBpETT, havCNet, WebSnarfer, havIndex and havChat are all trademarks of hav.Software.

Java and all Java-based marks are trademarks or registered trademarks of Sun Microsystems, Inc. in the U.S. and other countries.

There may be other trademarks or tradenames listed in this document to refer to the entities claiming the marks and names or products. hav.Software disclaims any proprietary interest in any trademark, tradename or products other than its own.

6,642,128 / 31,433,026
Page Modified Wed Sep 14 20:54:22 CDT 2011
TennisPensacola.com - the official online hub for tennis in Pensacola, Fl. Kick-kick the  Australian Shepherd - Welcome the newest Vallas pack member In memory of Bear Dudley Vallas, a Long Time and Faithful Companion ndex of Kicker's Classical Guitar Videos Bonsai Information, sites and icons etc. Horace's Horror - just why is it so hard to test software?