WeightlessNeuron.h

Go to the documentation of this file.

#ifndef WEIGHTLESSNEURON_H
#define WEIGHTLESSNEURON_H

//Qt includes
#include <QHash>

namespace spikestream {

        class WeightlessNeuron {
                 public:
                                WeightlessNeuron(QHash<unsigned int, QList<unsigned int> >& connectionMap, unsigned int id);
                                ~WeightlessNeuron();
                                void addTraining(QByteArray& newData, unsigned int output);
                                QHash<unsigned int, QList<unsigned int> >& getConnectionMap() { return connectionMap; }
                                unsigned int getID() { return id; }
                                int getNumberOfConnections() { return numberOfConnections; }
                                double getFiringStateProbability(unsigned char inPatArr[], int inPatArrLen, int firingState);
                                unsigned int getHammingThreshold() { return hammingThreshold; }
                                QList<unsigned char*> getTrainingData() { return trainingData; }
                                int getTrainingDataLength() { return trainingDataLength; }
                                double getTransitionProbability(const QList<unsigned int>& neurIDList, const QString& x0Pattern, int firingState);
                                void resetTraining();
                                void setGeneralization(double generalization);

                        private:
                                //===================  VARIABLES  ===================
                                unsigned int id;

                                QHash<unsigned int, QList<unsigned int> > connectionMap;

                                int numberOfConnections;

                                QList<unsigned char*> trainingData;

                                int trainingDataLength;

                                unsigned int hammingThreshold;

                                //====================  METHODS  =====================
                                void buildInputPattern(unsigned char inPatArr[], int inPatArrSize, bool selArr[], int selArrSize, QHash<unsigned int, unsigned char>& firingNeuronIndexMap);
                                void printConnectionMap();
                                void printSelectionArray(bool selArr[], int arrSize);
                                void printTraining();
                        };

}

#endif//WEIGHTLESSNEURON_H