C# 클래스 Encog.Neural.CPN.CPNNetwork

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

파일 보기 프로젝트 열기: encog/encog-silverlight-core 1 사용 예제들

공개 메소드들

메소드	설명
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

메소드 상세

CPNNetwork() 공개 메소드

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.
리턴	System

CalculateError() 공개 메소드

Calculate the error for this neural network.

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

Compute() 공개 메소드

public Compute ( IMLData input ) : IMLData
input	IMLData
리턴	IMLData

ComputeInstar() 공개 메소드

Compute the instar layer.

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

ComputeOutstar() 공개 메소드

Compute the outstar layer.

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

Reset() 공개 메소드

public Reset ( ) : void
리턴	void

Reset() 공개 메소드

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

UpdateProperties() 공개 메소드

public UpdateProperties ( ) : void
리턴	void