C# Class Encog.Neural.Networks.Training.Competitive.Neighborhood.NeighborhoodRBF

Implements a multi-dimensional RBF neighborhood function.

Inheritance: INeighborhoodFunction

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 ) : System	Construct a 2d neighborhood function based on the sizes for the x and y dimensions.
NeighborhoodRBF ( int size, IRadialBasisFunction rbf ) : System	Construct a multi-dimensional neighborhood function.

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.

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

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

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

Construct a multi-dimensional neighborhood function.

public NeighborhoodRBF ( int size, IRadialBasisFunction rbf ) : System
size	int	The sizes of each dimension.
rbf	IRadialBasisFunction	The multi-dimensional RBF to use.
return	System