init.h

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/***************************************************************************/
#ifndef AURESERVOIR_INIT_H__
#define AURESERVOIR_INIT_H__

#include "utilities.h"

namespace aureservoir
{

enum InitAlgorithm
{
  INIT_STD      
};

enum InitParameter
{
  CONNECTIVITY,     
  ALPHA,            
  IN_CONNECTIVITY,  
  IN_SCALE,         
  IN_SHIFT,         
  FB_CONNECTIVITY,  
  FB_SCALE,         
  FB_SHIFT,         
  LEAKING_RATE,     
  TIKHONOV_FACTOR,  
  DS_USE_CROSSCORR, 
  DS_USE_GCC,       
  DS_MAXDELAY,      
  IP_LEARNRATE,     
  IP_MEAN,          
  IP_VAR            
};

template <typename T> class ESN;

template <typename T>
class InitBase
{
 public:

  InitBase(ESN<T> *esn) { esn_=esn; }

  virtual ~InitBase() {}

  virtual void init() throw(AUExcept) = 0;

 protected:

  virtual void checkInitParams() throw(AUExcept);

  virtual void allocateWorkData();

  ESN<T> *esn_;
};

template <typename T>
class InitStd : public InitBase<T>
{
  using InitBase<T>::esn_;

 public:
  InitStd(ESN<T> *esn) : InitBase<T>(esn) {}
  virtual ~InitStd() {}

  virtual void init() throw(AUExcept);
};

} // end of namespace aureservoir

#endif // AURESERVOIR_INIT_H__

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