---

IcaNet2_0.hpp

#ifndef __IcaNet2_0__
#define __IcaNet2_0__

#include "RealVector.hpp"

class IcaNet2_0 
{
private:

bool                    superGaussian;

double          learnRate;

RealVector*             w;
double          wNorm2;
RealVector*             dw;

// moment et kurtosis
double          v;

double          m4;
double          kurt;

protected:

virtual void learn(RealVector* sample);

public:

// default is sub-gaussian
IcaNet2_0(double rate=0.1, double weight=0.1)
        {learnRate=rate; superGaussian= false; w=0; dw=0; v=weight; m4=kurt=0.0;}
virtual ~IcaNet2_0()
 {
 if( w != 0 )
        { 
        delete w;
        delete dw;
        }
 }

virtual RealVector* getW(){return w;}

virtual bool isSuperGaussian(){return superGaussian;}

// learning
virtual void init(int size);
virtual void learning(RealVector* sample, int nmax=1);

// out
virtual double forward(RealVector* src);                // maximise abslote value of kurtosis

virtual void output()
        {
        printf("Single ICA Net");
        }                               
};

#endif

Restoreinpaint sourceforge project `C++/Java Image Processing, Restoration, Inpainting Project'.

Bernard De Cuyper: Open Project Leader: Concept, design and development. Bernard De Cuyper & Eddy Fraiha 2002, 2003. Bernard De Cuyper 2004. Open and free, for friendly usage only. Modifications on Belgium ground of this piece of artistic work, by governement institutions or companies, must be notified to Bernard De Cuyper.