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

Implements the system of BAM networks.

Inheritance: BidirectionalAssociativeMemoryNetwork

Show file 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 property

The network having the minimum error.

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

bestError protected property

Best error.

protected double bestError
return	double

data protected property

Stores the pattern.

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

networks protected property

Array of BAM networks.

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

networksCount protected property

Stores networks count in the system.

protected int networksCount
return	int

orthogonalBAMEnergy protected property

Orthogonal network energy.

protected double orthogonalBAMEnergy
return	double