Publisher review:S-SOFM Toolbox - A toolbox to implement Spherical Self-Organizing Feature Maps 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 training2. Implementation in arbitrary dimension without additional computational cost.3. Data visualization in arbitrary dimensionsThis 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 visualizedload henon-1024-4.mat %loads the S-SOFM structureload c4-24.mat%trains the S-SOFM[w,g,r]=trainGlyph(P,X,C,0.5,20,'plot');% plots the S-SOFMglyph(X,r);
S-SOFM Toolbox is a Matlab script for Controls and Systems Modeling scripts design by Alexandros Leontitsis.
It runs on following operating system: Windows / Linux / Mac OS / BSD / Solaris.
Operating system:Windows / Linux / Mac OS / BSD / Solaris