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

A single dimension neighborhood function, based on an RBF.

Inheritance: INeighborhoodFunction

Public Methods

Method	Description
Function ( int currentNeuron, int bestNeuron ) : double	Determine how much the current neuron should be affected by training based on its proximity to the winning neuron.
NeighborhoodSingleRBF ( IRadialBasisFunction radial ) : System	Construct the neighborhood function with the specified radial function. Generally this will be a Gaussian function but any RBF should do.

Determine how much the current neuron should be affected by training based on its proximity to the winning neuron.

public Function ( int currentNeuron, int bestNeuron ) : double
currentNeuron	int	THe current neuron being evaluated.
bestNeuron	int	The winning neuron.
return	double

Construct the neighborhood function with the specified radial function. Generally this will be a Gaussian function but any RBF should do.

public NeighborhoodSingleRBF ( IRadialBasisFunction radial ) : System
radial	IRadialBasisFunction	The radial basis function to use.
return	System