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RecurrentNeuron.h

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#ifndef _RECURRENTNEURON_H
#define _RECURRENTNEURON_H

#include "SimpleNeuron.h"
#include "defines.h"
#include <vector>

namespace annie
{

class RecurrentNeuron : public SimpleNeuron
{
protected:
        int _time;

        real _initialOutput;

        real _lastOutput;

        virtual void _recacheOutput();
public:
        RecurrentNeuron(int label, bool hasBias=false);

        virtual void step();

        virtual real getNextOutput();

        virtual real getOutput();

        virtual real getLastOutput();

        virtual const char* getClassName();

        virtual int getTime();

        virtual void reset(real initialActivation);

        virtual void calculateNewWeights(real learningRate);

        virtual void update();

        virtual void setDesiredOutput(real desired);
};

}; //namespace annie
#endif // define _RECURRENTNEURON_H

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