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

A neighborhood function that uses a simple bubble. A width is defined, and any neuron that is plus or minus that width from the winning neuron will be updated as a result of training.

Inheritance: INeighborhoodFunction

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Méthodes publiques

Méthode	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.
NeighborhoodBubble ( int width ) : System	Create a bubble neighborhood function that will return 1.0 (full update) for any neuron that is plus or minus the width distance from the winning neuron.

Method Details

Function() public méthode

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.
Résultat	double

NeighborhoodBubble() public méthode

Create a bubble neighborhood function that will return 1.0 (full update) for any neuron that is plus or minus the width distance from the winning neuron.

public NeighborhoodBubble ( int width ) : System
width	int	The width of the bubble, this is the distance that the neuron /// can be from the winning neuron. The true width, across the /// bubble, is actually two times this parameter.
Résultat	System