C# Class Encog.Neural.CPN.CPNNetwork

Inheritance: Encog.ML.BasicML, IMLRegression, IMLResettable, IMLError

显示文件 Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method	Description
CPNNetwork ( int theInputCount, int theInstarCount, int theOutstarCount, int theWinnerCount ) : System	Construct the counterpropagation neural network.
CalculateError ( IMLDataSet data ) : double	Calculate the error for this neural network.
Compute ( IMLData input ) : IMLData
ComputeInstar ( IMLData input ) : IMLData	Compute the instar layer.
ComputeOutstar ( IMLData input ) : IMLData	Compute the outstar layer.
Reset ( ) : void
Reset ( int seed ) : void
UpdateProperties ( ) : void

Method Details

CPNNetwork() public method

Construct the counterpropagation neural network.

public CPNNetwork ( int theInputCount, int theInstarCount, int theOutstarCount, int theWinnerCount ) : System
theInputCount	int	The number of input neurons.
theInstarCount	int	The number of instar neurons.
theOutstarCount	int	The number of outstar neurons.
theWinnerCount	int	The winner count.
return	System

CalculateError() public method

Calculate the error for this neural network.

public CalculateError ( IMLDataSet data ) : double
data	IMLDataSet	The training set.
return	double

Compute() public method

public Compute ( IMLData input ) : IMLData
input	IMLData
return	IMLData

ComputeInstar() public method

Compute the instar layer.

public ComputeInstar ( IMLData input ) : IMLData
input	IMLData	The input.
return	IMLData

ComputeOutstar() public method

Compute the outstar layer.

public ComputeOutstar ( IMLData input ) : IMLData
input	IMLData	The input.
return	IMLData

Reset() public method

public Reset ( ) : void
return	void

Reset() public method

public Reset ( int seed ) : void
seed	int
return	void

UpdateProperties() public method

public UpdateProperties ( ) : void
return	void