public static void PrintNeuronLayerWeights(string name, NeuronLayer layer)
{
Console.WriteLine(name);
foreach (Neuron neuron in layer)
{
ArraysUtil <double> .Print(neuron.Weights.ToArray());
}
}
public SimplifiedFuzzyART(int inputSize, double vigilance,
double choice, bool autoAdjustWeight)
{
this.inputSize = inputSize;
Vigilance = vigilance;
Choice = choice;
AutoAdjustWeight = autoAdjustWeight;
this.f2 = new NeuronLayer();
this.f1 = new NeuronLayer(this.f2);
choiceValues = new List <double>();
Initialize();
}
public SimplifiedFuzzyARTMap(int inputSizeA, int inputSizeB,
double artABasedVigilance, double artAChoiceValue, double artABeta)
{
this.map = new NeuronLayer();
this.Beta = 1.0;
this.artA = new SimplifiedFuzzyART(inputSizeA, 0.5, artAChoiceValue, false);
this.artB = new SimplifiedFuzzyART(inputSizeB, 1.0, 0.0001, false);
this.Vigilance = 1.0;
this.BasedVigilanceA = artABasedVigilance;
this.ArtA.Beta = artABeta;
this.BasedVigilanceB = 1.0;
this.ArtB.Beta = 1.0;
}
public NeuronLayer(NeuronLayer link)
{
this.link = link;
}