C# Class xpidea.neuro.net.bam.BidirectionalAssociativeMemorySystem

Implements the system of BAM networks.

Inheritance: BidirectionalAssociativeMemoryNetwork

ファイルを表示 Open project: AlexCherkasov/Neuro.NET Class Usage Examples

Protected Properties

Property	Type	Description
best	BidirectionalAssociativeMemoryNetwork
bestError	double
data	xpidea.neuro.net.patterns.Pattern
networks	xpidea.neuro.net.bam.BidirectionalAssociativeMemoryNetwork[]
networksCount	int
orthogonalBAMEnergy	double

Public Methods

Method	Description
BidirectionalAssociativeMemorySystem ( int aInputNodesCount, int aOutputNodesCount ) : System	Creates the BAM system.
Learn ( ) : void	Overridden.Teaches the system.
Load ( BinaryReader binaryReader ) : void	Overridden.Loads the BAM system data from a binary stream.
Run ( ) : void	Overridden.Runs the system.
Save ( BinaryWriter binaryWriter ) : void	Overridden.Stores BAM system data in a binary stream.
SetValues ( int index, double value ) : void	Overridden.Stores node values in the xpidea.neuro.net.bam.BidirectionalAssociativeMemorySystem.data field.
SetValuesFromPattern ( Pattern pattern ) : void	Overridden.Sets input and output values from the pattern.
value ( int index ) : double	Overridden.Node value by index from the best network.

Protected Methods

Method	Description
CreateNetwork ( ) : void	Overridden.Initializes network data after construction.
GetNetworkType ( ) : NeuralNetworkType	Overridden.Returns xpidea.neuro.net.NeuralNetworkType.nntBAMSystem for BAM system.
GetNodeError ( ) : double	Overridden.Returns the best error.
GetOutputNode ( int index ) : NeuroNode	Overridden.Retrieves an output node by its index.
LoadInputs ( ) : void	Overridden.Loads input data to the system from the the nodes attached to input.

Private Methods

Method	Description
Create ( int aInputNodesCount, int aOutputNodesCount ) : void

Method Details

BidirectionalAssociativeMemorySystem() public method

Creates the BAM system.

public BidirectionalAssociativeMemorySystem ( int aInputNodesCount, int aOutputNodesCount ) : System
aInputNodesCount	int	Number of nodes in input layer.
aOutputNodesCount	int	Number of nodes in output layer.
return	System

CreateNetwork() protected method

Overridden.Initializes network data after construction.

protected CreateNetwork ( ) : void
return	void

GetNetworkType() protected method

Overridden.Returns xpidea.neuro.net.NeuralNetworkType.nntBAMSystem for BAM system.

protected GetNetworkType ( ) : NeuralNetworkType
return	NeuralNetworkType

GetNodeError() protected method

Overridden.Returns the best error.

protected GetNodeError ( ) : double
return	double

GetOutputNode() protected method

Overridden.Retrieves an output node by its index.

protected GetOutputNode ( int index ) : NeuroNode
index	int	Node index.
return	NeuroNode

Learn() public method

Overridden.Teaches the system.

public Learn ( ) : void
return	void

Load() public method

Overridden.Loads the BAM system data from a binary stream.

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

LoadInputs() protected method

Overridden.Loads input data to the system from the the nodes attached to input.

protected LoadInputs ( ) : void
return	void

Run() public method

Overridden.Runs the system.

public Run ( ) : void
return	void

Save() public method

Overridden.Stores BAM system data in a binary stream.

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

SetValues() public method

Overridden.Stores node values in the xpidea.neuro.net.bam.BidirectionalAssociativeMemorySystem.data field.

public SetValues ( int index, double value ) : void
index	int	Node index.
value	double	Node value.
return	void

SetValuesFromPattern() public method

Overridden.Sets input and output values from the pattern.

public SetValuesFromPattern ( Pattern pattern ) : void
pattern	xpidea.neuro.net.patterns.Pattern
return	void

value() public method

Overridden.Node value by index from the best network.

public value ( int index ) : double
index	int	Node index.
return	double

Property Details

best protected_oe property

The network having the minimum error.

protected BidirectionalAssociativeMemoryNetwork,xpidea.neuro.net.bam best
return	BidirectionalAssociativeMemoryNetwork

bestError protected_oe property

Best error.

protected double bestError
return	double

data protected_oe property

Stores the pattern.

protected Pattern,xpidea.neuro.net.patterns data
return	xpidea.neuro.net.patterns.Pattern

networks protected_oe property

Array of BAM networks.

protected BidirectionalAssociativeMemoryNetwork[],xpidea.neuro.net.bam networks
return	xpidea.neuro.net.bam.BidirectionalAssociativeMemoryNetwork[]

networksCount protected_oe property

Stores networks count in the system.

protected int networksCount
return	int

orthogonalBAMEnergy protected_oe property

Orthogonal network energy.

protected double orthogonalBAMEnergy
return	double