S-SOFM Toolbox 1.0
File ID: 80453
S-SOFM Toolbox 1.0 Description
Description: The Spherical Self-Organizing Feature Maps is a contemporary technique for data clustering and visualization.
The main advantages they offer are the following:
1. Smooth training
2. Implementation in arbitrary dimension without additional computational cost.
3. Data visualization in arbitrary dimensions
This toolbox contains a set of functions and a GUI which can be used to create glyphs from spherical Self-Organizing Feature Maps (SOFMs). It is freely distributable for educational and research purposes.
% loads the data to be visualized
%loads the S-SOFM structure
%trains the S-SOFM
% plots the S-SOFM
Related: sofms, freely, Distributable, Educational, spherical, Glyphs, Functions, Create, Research, purposesexample, mattrains, ssofmwgr dtrainglyphpxc plot, plots, ssofmglyphxr, structureload, ssofm, loads, visualizedload, henon matloads
O/S:BSD, Linux, Solaris, Mac OS X
File Size: 6.2 MB
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