C:/Users/albertlr/projects/TarzaNN/TarzaNN/BPLearningFeaturePlane.h

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#ifndef BPLearningFeaturePlane_H_INCLUDED
#define BPLearningFeaturePlane_H_INCLUDED

#include  <qimage.h>

#include "nowarn.h"
#include "common.h"
#include <stdlib.h>

#include "OutputImage.h"
#include "LearningFeaturePlane.h"
#include "FilterBank.h"
#include "PlaneInputWindowSet.h"

class BPLearningFeaturePlane : public LearningFeaturePlane {
        friend class GatingUnits;
        friend class FeaturePlaneFactory;
public:
    ~BPLearningFeaturePlane();
        void read(QDataStream* inStream, QProgressDialog* progress, int* index);

        void save(QDataStream* outStream, QProgressDialog* progress, int* index);
        bool isLearning();
        
protected:

        BPLearningFeaturePlane( Network* net, int l, QString* name, int w, int h, int angles, int speeds, int alpha, int speed, bool isWTA, bool visible, Neuron* neuron, NotifyStrategyAbstract* notify, bool learning);
        void applyGatingControl();
        void run();
        void step();
        void updateWeights(Matrix* errorMatrix);

        void computeActivations();
        float nonlinearity(Matrix* totalActivation, OutputImage* workOutput);
        
        Matrix* activations;
        Matrix* desiredOutcome;
        Matrix* errorMatrix;
        vector<Matrix*> backErrorMatrix;
        
        bool learning;
        float ita;
};
#endif //BPLearningFeaturePlane_H_INCLUDED