batch_som.h

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/***************************************************************************
 *
 * Authors:     Alberto Pascual Montano (pascual@cnb.csic.es)
 *
 * Unidad de  Bioinformatica of Centro Nacional de Biotecnologia , CSIC
 *
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA
 * 02111-1307  USA
 *
 *  All comments concerning this program package may be sent to the
 *  e-mail address 'xmipp@cnb.csic.es'
 ***************************************************************************/

//-----------------------------------------------------------------------------
// BatchSOM.hh
// Implements Kohonen Self-Organizing Feature Maps by using Batch SOM training
//-----------------------------------------------------------------------------

#ifndef XMIPPBATCHSOM_H
#define XMIPPBATCHSOM_H

#include "base_algorithm.h"
#include "map.h"
#include "som.h"

class BatchSOM : public SOM
{
public:


    BatchSOM(Descent& _radius,  unsigned long _nSteps)
            : SOM(_radius, _radius, BUBBLE, _nSteps)
    {};

    BatchSOM(std::istream& _is);


    virtual ~BatchSOM()
    {};

    virtual void train(ClassificationMap& _som, const ClassicTrainingVectors& _ts) const;

    // virtual void train (ClassificationMap& _som, const TS& _ts) const {};
};

#endif