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updated 3 months ago

Self-Organizing Map - Simple demonstration by George Azzopardi

A simple and neat implementation of a self-organizing map algorithm (vector quantization, selforganizing map, neural networks)

SOMSimple(nfeatures, ndim, nepochs, ntrainingvectors, eta0,...

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updated 11 months ago

Kohonen Self Organizing Feature Maps (SOFM) for Simulink. by Marcelo Fernandes

A implementation of the Kohonen Self Organizing Feature Maps (SOFM) algorithm for Simulink. (kohonen, artificial neural net..., som)

weights2DView(t,x,u,flag,maxVector,grid,updateFig)

ANN_SOFM

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updated 12 months ago

Cluster Reinforcement (CR) phase by Narine Manukyan

The Cluster Reinforcement (CR) phase advances cluster separation in Self Organizing Maps(SOM). (cluster reinforcement, som, self organizing map)

B_GUI(B, C, A, N1, N2, tor, ci, threshold, lineScale, label...

B_matrix(C, N1, N2, p)

BestMatchingNeurons(X, W, N1, N2)

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