C# Class AdvancedOCR.SubsamplingWeights

Inheritance: RectangularWeights
Mostrar archivo Open project: patrickmeiring/LeNet Class Usage Examples

Protected Properties

Property Type Description
Weight double
WeightStepSize double

Public Methods

Method Description
SubsamplingWeights ( int width, int height ) : System

Protected Methods

Method Description
CompletePreTrainingCore ( ) : void
EstimateBiasSecondDerivative ( RectangularStep downstream ) : void
EstimateWeightSecondDerivative ( RectangularStep upstream, RectangularStep downstream, int downstreamX, int downstreamY ) : void
PropogateError ( RectangularStep downstream, RectangularStep upstream, int downstreamX, int downstreamY ) : void
PropogateError ( RectangularStep downstream, int mapNumber ) : void
PropogateForward ( RectangularStep upstream, int upstreamX, int upstreamY, int mapNumber ) : double
PropogateForward ( RectangularStep downstream, int mapNumber ) : void
PropogateUnitSecondDerivatives ( RectangularStep downstream, int upstreamIndex ) : void
StartPreTrainingCore ( ) : void

Method Details

CompletePreTrainingCore() protected method

protected CompletePreTrainingCore ( ) : void
return void

EstimateBiasSecondDerivative() protected method

protected EstimateBiasSecondDerivative ( RectangularStep downstream ) : void
downstream RectangularStep
return void

EstimateWeightSecondDerivative() protected method

protected EstimateWeightSecondDerivative ( RectangularStep upstream, RectangularStep downstream, int downstreamX, int downstreamY ) : void
upstream RectangularStep
downstream RectangularStep
downstreamX int
downstreamY int
return void

PropogateError() protected method

protected PropogateError ( RectangularStep downstream, RectangularStep upstream, int downstreamX, int downstreamY ) : void
downstream RectangularStep
upstream RectangularStep
downstreamX int
downstreamY int
return void

PropogateError() protected method

protected PropogateError ( RectangularStep downstream, int mapNumber ) : void
downstream RectangularStep
mapNumber int
return void

PropogateForward() protected method

protected PropogateForward ( RectangularStep upstream, int upstreamX, int upstreamY, int mapNumber ) : double
upstream RectangularStep
upstreamX int
upstreamY int
mapNumber int
return double

PropogateForward() protected method

protected PropogateForward ( RectangularStep downstream, int mapNumber ) : void
downstream RectangularStep
mapNumber int
return void

PropogateUnitSecondDerivatives() protected method

protected PropogateUnitSecondDerivatives ( RectangularStep downstream, int upstreamIndex ) : void
downstream RectangularStep
upstreamIndex int
return void

StartPreTrainingCore() protected method

protected StartPreTrainingCore ( ) : void
return void

SubsamplingWeights() public method

public SubsamplingWeights ( int width, int height ) : System
width int
height int
return System

Property Details

Weight protected_oe property

protected double Weight
return double

WeightStepSize protected_oe property

protected double WeightStepSize
return double