C# 클래스 xpidea.neuro.net.adaline.AdalineNode

Class implementing an Adaline node in the Adaline network.

상속: FeedForwardNode

파일 보기 프로젝트 열기: AlexCherkasov/Neuro.NET 1 사용 예제들

공개 메소드들

메소드	설명
AdalineNode ( ) : System.IO	Initializes a new instance of the Adaline node.
AdalineNode ( double learningRate ) : System.IO	Initializes a new instance of the Adaline node and sets the xpidea.neuro.net.adaline.AdalineNode.LearningRate.
Learn ( ) : void	Overridden. Implements the Delta Rule to modify the link values. This method gets executed only if the node produces incorrect output.

보호된 메소드들

메소드	설명
GetNodeLearningRate ( ) : double	Gets xpidea.neuro.net.adaline.AdalineNode.LearningRate of the node.
SetNodeLearningRate ( double learningRate ) : void	Sets xpidea.neuro.net.adaline.AdalineNode.LearningRate of the node.
Transfer ( double value ) : double	Overridden. Translates node output into network specific output. In case of Adaline network implements simple threshold function: Returns -1 if value less than 0, otherwise returns 1.

메소드 상세

AdalineNode() 공개 메소드

Initializes a new instance of the Adaline node.

public AdalineNode ( ) : System.IO
리턴	System.IO

AdalineNode() 공개 메소드

Initializes a new instance of the Adaline node and sets the xpidea.neuro.net.adaline.AdalineNode.LearningRate.

public AdalineNode ( double learningRate ) : System.IO
learningRate	double	Usually in range from 0..1
리턴	System.IO

GetNodeLearningRate() 보호된 메소드

Gets xpidea.neuro.net.adaline.AdalineNode.LearningRate of the node.

protected GetNodeLearningRate ( ) : double
리턴	double

Learn() 공개 메소드

Overridden. Implements the Delta Rule to modify the link values.

This method gets executed only if the node produces incorrect output.

public Learn ( ) : void
리턴	void

SetNodeLearningRate() 보호된 메소드

Sets xpidea.neuro.net.adaline.AdalineNode.LearningRate of the node.

protected SetNodeLearningRate ( double learningRate ) : void
learningRate	double	Learnig rate value.
리턴	void

Transfer() 보호된 메소드

Overridden. Translates node output into network specific output. In case of Adaline network implements simple threshold function: Returns -1 if value less than 0, otherwise returns 1.

protected Transfer ( double value ) : double
value	double	Node value.
리턴	double