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S-SOFM Toolbox 1.0
File ID: 80453






S-SOFM Toolbox 1.0
Download S-SOFM Toolbox 1.0http://www.mathworks.comReport Error Link
License: Freeware
File Size: 6.2 MB
Downloads: 19
Submit Rating:
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.

Example:

% loads the data to be visualized
load henon-1024-4.mat

%loads the S-SOFM structure
load c4-24.mat

%trains the S-SOFM
[w,g,r]=trainGlyph(P,X,C,0.5,20,'plot');

% plots the S-SOFM
glyph(X,r);

License: Freeware

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

Downloads: 19



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