Detailed Description

A single instance of a recurrent context that has been unfolded through time.

#include <GBlock.h>

Inheritance diagram for GClasses::GContextRecurrentInstance:

Public Member Functions
	GContextRecurrentInstance (GRand &rand)

virtual	~GContextRecurrentInstance ()

virtual void	backProp (GContextRecurrentInstance *pPrev, const GVec &outBlame, GVec &inBlame)=0

virtual void	clearBlame ()=0

virtual void	forwardProp (GContextRecurrentInstance *pPrev, const GVec &input, GVec &output)=0

virtual void	updateGradient (GContextRecurrentInstance *prev, const GVec &input, GVec &gradient) const =0

Public Member Functions inherited from GClasses::GContext
	GContext (GRand &rand)

virtual	~GContext ()

virtual void	resetState ()=0
	Resets the state of all recurrent blocks. (This is called whenever a recurrent neural network begins with a new sequence, either for training or testing.) More...

Additional Inherited Members
Public Attributes inherited from GClasses::GContext
GRand &	m_rand

Constructor & Destructor Documentation

GClasses::GContextRecurrentInstance::GContextRecurrentInstance ( GRand & rand )

inline

virtual GClasses::GContextRecurrentInstance::~GContextRecurrentInstance ( )

inlinevirtual

virtual void GClasses::GContextRecurrentInstance::backProp	(	GContextRecurrentInstance *	pPrev,
		const GVec &	outBlame,
		GVec &	inBlame
	)

pure virtual

virtual void GClasses::GContextRecurrentInstance::clearBlame ( )

pure virtual

virtual void GClasses::GContextRecurrentInstance::forwardProp	(	GContextRecurrentInstance *	pPrev,
		const GVec &	input,
		GVec &	output
	)

pure virtual

virtual void GClasses::GContextRecurrentInstance::updateGradient	(	GContextRecurrentInstance *	prev,
		const GVec &	input,
		GVec &	gradient
	)		const

pure virtual