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nn.h

/***************************************************************************
                          nn.h  -  description
                             -------------------
    begin                : Sat Apr 12 2003
    copyright            : (C) 2003 by root
    email                : root@localhost.localdomain
 ***************************************************************************/

/***************************************************************************
 *                                                                         *
 *   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.                                   *
 *                                                                         *
 ***************************************************************************/

#ifndef NN_H
#define NN_H

#define MAXLEVEL 4
#define MAXNODES 50
#define MAXPARAMS 300
#include <stdio.h>
#include <math.h>
#include "serializable.h"

class NN :public Serializable{
public: 
    NN();
    ~NN();
    int nlevels;
    int nnodes[MAXLEVEL];
    float wm[MAXLEVEL-1][MAXNODES][MAXNODES];
    float thresh[MAXLEVEL-1][MAXNODES];
    float activ[MAXLEVEL][MAXNODES];
    int nparams;
    float params[MAXPARAMS];
    void calcres(float *inp);
    void calcresSpecial(float *inp);
    void printThresholds();
    void printWeights();
    void printActivations();
    void saveNetwork(FILE *f);
    void loadNetwork(FILE *f);
    void Serialize(FILE *f);
    void Deserialize(FILE *f);
};

#endif

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