public DeltaRuleLearning(CounterPropagationNetwork network)
{
// check layers count
if ( network.LayersCount != 2 )
{
throw new ArgumentException( "Invalid nuaral network. It should have one layer only." );
}
this.network = network;
}
public SOMLayerLearning(CounterPropagationNetwork network)
{
int neuronsCount = network[0].NeuronsCount;
width = (int)Math.Sqrt(neuronsCount);
this.Neighborhood = new TwoDimensionalNeighborhood(width);
this.Conscience = new Conscience(neuronsCount, 0);
if (width*width != neuronsCount)
{
throw new ArgumentException("Invalid network size");
}
// ok, we got it
this.network = network;
this.width = width;
this.height = height;
}
