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Self-Organizing Maps

Identify prototype vectors for clusters of examples, example distributions, and similarity relationships between clusters


Neural Net ClusteringSolve clustering problem using self-organizing map (SOM) networks


nctoolOpen Neural Net Clustering app
viewView shallow neural network
selforgmapSelf-organizing map
trainTrain shallow neural network
plotsomhitsPlot self-organizing map sample hits
plotsomncPlot self-organizing map neighbor connections
plotsomndPlot self-organizing map neighbor distances
plotsomplanesPlot self-organizing map weight planes
plotsomposPlot self-organizing map weight positions
plotsomtopPlot self-organizing map topology
genFunctionGenerate MATLAB function for simulating shallow neural network

Examples and How To