Name | Description | Type | Package | Framework |
BasicTrainSOM | This class implements competitive training, which would be used in a winner-take-all neural network, such as the self organizing map (SOM). | Class | org.encog.neural.som.training.basic | HeatonReasearch |
BestMatchingUnit | The "Best Matching Unit" or BMU is a very important concept in the training for a SOM. | Class | org.encog.neural.som.training.basic | HeatonReasearch |
NeighborhoodBubble | A neighborhood function that uses a simple bubble. | Class | org.encog.neural.som.training.basic.neighborhood | HeatonReasearch |
NeighborhoodFunction | Defines how a neighborhood function should work in competitive training. | Interface | org.encog.neural.som.training.basic.neighborhood | HeatonReasearch |
NeighborhoodRBF | Class | org.encog.neural.som.training.basic.neighborhood | HeatonReasearch | |
NeighborhoodRBF1D | A neighborhood function based on an RBF function. | Class | org.encog.neural.som.training.basic.neighborhood | HeatonReasearch |
NeighborhoodSingle | A very simple neighborhood function that will return 1. | Class | org.encog.neural.som.training.basic.neighborhood | HeatonReasearch |