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.

Parameters

width

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.

See Also

NeighborhoodBubble Class | Encog.Neural.Networks.Training.Competitive.Neighborhood Namespace