C# Class xpidea.neuro.net.backprop.EpochBackPropagationLink

A link in xpidea.neuro.net.backprop.EpochBackPropagationNetwork. Implements functionality related to an epoch network training model.

Inheritance: BackPropagationLink

Mostrar archivo Open project: AlexCherkasov/Neuro.NET

Protected Properties

Property	Type	Description
linkEpoch	double

Public Methods

Method	Description
Epoch ( int epoch ) : void	Overridden.Tells the link, that all patterns have been exposed and it's time to update link weight.
Load ( BinaryReader binaryReader ) : void	Overridden.Loads the link data from the stream.
Save ( BinaryWriter binaryWriter ) : void	Overridden.Stores link data in a binary stream.
UpdateWeight ( double deltaWeight ) : void	Overridden.Updates the link weightaccording to the training model. In this particular case accumulates deltaWeight values in xpidea.neuro.net.backprop.EpochBackPropagationLink.LinkEpoch property.

Protected Methods

Method	Description
GetLinkEpoch ( ) : double	Getter for xpidea.neuro.net.backprop.EpochBackPropagationLink.LinkEpoch property.
SetLinkEpoch ( double epoch ) : void	Setter for xpidea.neuro.net.backprop.EpochBackPropagationLink.LinkEpoch property.

Method Details

Epoch() public method

Overridden.Tells the link, that all patterns have been exposed and it's time to update link weight.

public Epoch ( int epoch ) : void
epoch	int	Number of patterns that was exposed to the network.
return	void

GetLinkEpoch() protected method

Getter for xpidea.neuro.net.backprop.EpochBackPropagationLink.LinkEpoch property.

protected GetLinkEpoch ( ) : double
return	double

Load() public method

Overridden.Loads the link data from the stream.

public Load ( BinaryReader binaryReader ) : void
binaryReader	System.IO.BinaryReader	Binary stream reader.
return	void

Save() public method

Overridden.Stores link data in a binary stream.

public Save ( BinaryWriter binaryWriter ) : void
binaryWriter	System.IO.BinaryWriter	Binary stream writer.
return	void

SetLinkEpoch() protected method

Setter for xpidea.neuro.net.backprop.EpochBackPropagationLink.LinkEpoch property.

protected SetLinkEpoch ( double epoch ) : void
epoch	double	New epoch value.
return	void

UpdateWeight() public method

Overridden.Updates the link weightaccording to the training model. In this particular case accumulates deltaWeight values in xpidea.neuro.net.backprop.EpochBackPropagationLink.LinkEpoch property.

public UpdateWeight ( double deltaWeight ) : void
deltaWeight	double	Delta of the weight change.
return	void

Property Details

linkEpoch protected_oe property

Stores epoch of the link.

protected double linkEpoch
return	double