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ForceAllNeurons.h

#ifndef ForceAllNeurons_H
#define ForceAllNeurons_H

#include "Som.h"

class ForceAllNeurons {
public:
        ForceAllNeurons( SOM * som, TIntVector clusters, int num ) : _som(som), _clusters(clusters), num_clusters(num) 
        {
                codebook = _som->getMapcode()->getCodebook();
                m = _som->getMapcode()->getMapSize();
                d = _som->getData()->getDimension();
                codebook_label = _som->getMapcode()->getLabel();                                
                flag = create_intvector( 1, m );
                for (int i=1; i<=m; i++) flag[i] = 0;
        };

        TIntVector Segment();

        int getNumClusters() { return num_clusters; };

private:
        SOM * _som;
        TIntVector _clusters;

        
        int m;
        int d;
        int num_clusters;

        TLabel codebook_label;
        TMatrix codebook;
        
        void LabelNeuron(int i, int source);
        void CreateCluster(int i );

        vector<int> realocateSource( vector<int> neighbors, int source );

        TIntVector flag;
};


#endif

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