C# Class Encog.Neural.SOM.Training.Neighborhood.NeighborhoodRBF

Inheritance: INeighborhoodFunction

Show file Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method	Description
Function ( int currentNeuron, int bestNeuron ) : double	Calculate the value for the multi RBF function.
NeighborhoodRBF ( RBFEnum type, int x, int y ) : Encog.MathUtil.RBF	Construct a 2d neighborhood function based on the sizes for the x and y dimensions.
NeighborhoodRBF ( int size, RBFEnum type ) : Encog.MathUtil.RBF	Construct a multi-dimensional neighborhood function.

Private Methods

Method	Description
CalculateDisplacement ( ) : void	Calculate all of the displacement values.
TranslateCoordinates ( int index ) : int[]	Translate the specified index into a set of multi-dimensional coordinates that represent the same index. This is how the multi-dimensional coordinates are translated into a one dimensional index for the input neurons.

Method Details

Function() public method

Calculate the value for the multi RBF function.

public Function ( int currentNeuron, int bestNeuron ) : double
currentNeuron	int	The current neuron.
bestNeuron	int	The best neuron.
return	double

NeighborhoodRBF() public method

Construct a 2d neighborhood function based on the sizes for the x and y dimensions.

public NeighborhoodRBF ( RBFEnum type, int x, int y ) : Encog.MathUtil.RBF
type	RBFEnum	The RBF type to use.
x	int	The size of the x-dimension.
y	int	The size of the y-dimension.
return	Encog.MathUtil.RBF

NeighborhoodRBF() public method

Construct a multi-dimensional neighborhood function.

public NeighborhoodRBF ( int size, RBFEnum type ) : Encog.MathUtil.RBF
size	int	The sizes of each dimension.
type	RBFEnum	The RBF type to use.
return	Encog.MathUtil.RBF