HopfieldNeuralNet.h

#ifndef HopfieldNeuralNet_h
#define HopfieldNeuralNet_h
 
 
#include <vector>

#include "KiTrackExceptions.h"

namespace KiTrack{

   class HopfieldNeuralNet {


      public:
         
         HopfieldNeuralNet( std::vector < std::vector <bool> > G , std::vector < double > QI , std::vector < double > states , double omega) throw( InvalidParameter );
               
               
         bool doIteration();      
            
         void setT    (double T)    { _T = T;};
         
         void setTInf (double TInf) {_TInf = TInf;};
         
         void setLimitForStable (double limit) { _limitForStable = limit; };
         
         
         std::vector <double> getStates(){ return _States; };
         

         
      protected:
         
         
            
         std::vector < std::vector <double> > _W;
         
         std::vector < double > _States;
         
         
         std::vector < double > _w0;
         
         double _T;
         
         double _TInf;

         bool _isStable;   

         double _limitForStable;
         
         double _omega;

         std::vector <unsigned> _order;
         
         
         double activationFunction ( double state , double T );


   };


}


#endif