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SimpleFastIca Class Reference

#include <SimpleFastIca.hpp>

Collaboration diagram for SimpleFastIca:

[legend]List of all members.

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Detailed Description

Simple Sphered Fast ICA Separator.

Author:

Bernard De Cuyper

Version:

0.05

Date:

7/12/2003

 
Purpose:        Single simple unit fast ICA. Kurtosis case.

Paper:  "Simple Neural Models for Independent Component Analysis.", 
                Aapo Hyvarinen and Erkki Oja, 18/02/1997 , Report University of Technology, Helsinski.

                "One Unit Learning Rules for Independent Component Analysis.", 
                Aapo Hyvarinen and Erkki Oja, 1997 , Helsinski.
                

@ Copyrights: Bernard De Cuyper & Eddy Fraiha 2003, Eggs & Pictures. MIT/Open BSD copyright model.

Public Methods
	SimpleFastIca (double eps=1.0e-4)
virtual	~SimpleFastIca ()
virtual RealVector *	getW ()
virtual void	init (int size)
virtual void	startLearning ()
virtual void	learn (RealVector *sample)
virtual bool	endLearning ()
virtual double	forward (RealVector *src)
virtual void	output ()
Private Attributes
RealVector *	wold
RealVector *	w
int	count
RealVector *	ev3
double	epsilon

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The documentation for this class was generated from the following files:

• SimpleFastIca.hpp
• SimpleFastIca.cpp

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.