NeuralNetwork/NeuralNetwork.h

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/*
    This class is a base class of Neural Network
    Copyright (C) 2010  Lukas Zdechovan

    This program is free software: you can redistribute it and/or modify
    it under the terms of the GNU General Public License as published by
    the Free Software Foundation, either version 3 of the License, or
    (at your option) any later version.

    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU General Public License for more details.

    You should have received a copy of the GNU General Public License
    along with this program.  If not, see <http://www.gnu.org/licenses/>.

*/

#ifndef NEURALNETWORK_H
#define NEURALNETWORK_H

#include "NeuralNetworkLayer.h"
#include <vector>
#include "../Utils/Logging/Logger.h"

namespace NeuralNetwork {

    struct NeuralNetworkProperties {
    
    float alpha;
    
    float discount; 
    };
    
    const int MAX_NEURONS = 100;
    const int BIAS_VALUE = -1;
    const int STRING_BUFFER_LENGTH = 1024;
    
    class NeuralNetwork {   
      protected:        
    // Properties
    NeuralNetworkProperties properties;     
    // Utils
    Utils::Logging::Logger *logger;
    // Methods
    virtual void initRandomWeights() = 0;
    virtual void createNetworkLayers() = 0; 
      public:   
    
    NeuralNetwork(Utils::Logging::Logger *logger);
    
    void setProperties(NeuralNetworkProperties properties); 
    };

}

#endif // NEURALNETWORK_H