| private DetermineNewWeight ( double weight, double input, int currentNeuron, int bmu ) : double | ||
| weight | double | The starting weight. |
| input | double | The input to this neuron. |
| currentNeuron | int | The neuron who's weight is being updated. |
| bmu | int | The neuron that "won", the best matching unit. |
| return | double | |
private double DetermineNewWeight(double weight, double input,
int currentNeuron, int bmu)
{
double newWeight = weight
+ (this.neighborhood.Function(currentNeuron, bmu)
* this.LearningRate * (input - weight));
return newWeight;
}
