| Name | Description |
|---|---|
| BasicTrainSOM | |
| BestMatchingUnit | |
| NeighborhoodBubble | A neighborhood function that uses a simple bubble. A radius is defined, and any neuron that is plus or minus that width from the winning neuron will be updated as a result of training. |
| NeighborhoodRBF | |
| NeighborhoodRBF1D | A neighborhood function based on an RBF function. |
| NeighborhoodSingle | A very simple neighborhood function that will return 1.0 (full effect) for the winning neuron, and 0.0 (no change) for everything else. |