S-SOFM Toolbox 1.0

Date Added: June 18, 2013 | Visits: 438

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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);

Requirements: No special requirements

Platforms: Matlab

Keyword: Create, Distributable, Educational, Freely, Functions, Glyphs, Henon Matloads, Loads, Mattrains, Plots, Purposesexample, Research, Sofms, Spherical, Ssofm, Ssofmglyphxr, Ssofmwgr Dtrainglyphpxc Plot, Structureload, Visualizedload

Users rating: 0/10

License: Freeware

Size: 6.18 MB

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