public static void Gate(Neuron from, Neuron to, Neuron gate, double weight)
{
var l = new NeuronLink { From = from, To = to, Weight = weight, Gate = gate };
from.OutProject.Add(l);
to.InProject.Add(l);
if (gate != Neuron.NoGate)
{
gate.OutGate.Add(l);
}
}
public Neuron(string name, bool autoBias = true)
{
Name = name;
SelfLink.From = this;
SelfLink.To = this;
SelfLink.Gate = NoGate ?? this;
if (autoBias)
{
var l = new NeuronLink { From = BiasNeuron, To = this, Weight = 0, Gate = NoGate };
this.InProject.Add(l);
BiasNeuron.OutProject.Add(l);
}
}
public static void Connect(Neuron from, Neuron to)
{
var l = new NeuronLink() { From = from, To = to, Weights = new double[from.Size, to.Size] };
from.OutLinks = from.OutLinks.Union(new[] { l }).ToArray();
to.InLinks = to.InLinks.Union(new[] { l }).ToArray();
}
public void RemoveLink(NeuronLink l)
{
Console.WriteLine(" ### Removed link (" + l.From.Name + ")->(" + l.To.Name + ") - Usefulness: " + l.Usefulness() + " ###");
if (l.From == l.To)
{
l.Gate.OutRemember.Remove(l);
l.Gate = Neuron.NoGate;
}
else
{
l.From.OutProject.Remove(l);
l.To.InProject.Remove(l);
l.Gate.OutGate.Remove(l);
}
}