UniOviSOM toolbox for Matlab

This page contains the UniOviSOM toolbox, that we have released as open-source. The UniOviSOM toolbox is free and open source software, distributed under the GNU General Public License.

Please, remember that the UniOviSOM toolbox is distributed in the hope it will be useful for you, but without any warranty, as stated by GNU General Public Licence. Use it at your own risk.

Download and installation of UniOviSOM

• Download UniOviSOM.zip
• Unzip it into a directory (e.g. UniOviSOM)
• Add the directory to the Matlab path
• Enjoy!

Documentation of UniOviSOM

• Contents.m main help file
• Documentation of UniOviSOM general documentation for UniOviSOM functions

A few demos and examples

• SOM demo 1: create, train and visualize a SOM
• SOM demo 2: create train and visualize a SOM with a 3D cube topology
• GRNN demo: example training a grnn to estimate 1D function and 2D function from sample data

Datasets

Some examples (e.g. demoresiduals.m) may use the following sample dataset with vibration and currents data from an induction motor dataicann.mat. A basic description of the data (in spanish) is available in dataicann.html