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updated 7 months ago

Unsupervised Learning with Dynamic Cell Structures (DCS) Neural Network by Ilias Konsoulas

Learns data clusters and their topology in n-dimensional space using the DCS-GCS neural network. (dynamic cell structur..., topology representing..., clustering)

addNewNeuron(nodes,error,C)

competitiveHebb1(C,bmu,secbmu,Theta,alpha)

competitiveHebb2(C,bmu,secbmu,y,Theta,alpha)

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updated 1 year ago

Self-Organizing Map - Simple demonstration by George Azzopardi

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

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

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updated almost 2 years 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. (ann, som, sofm)

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

ANN_SOFM

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updated almost 2 years 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, lab...

B_matrix(C, N1, N2, p)

BestMatchingNeurons(X, W, N1, N2)

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