public static SpConnection GetConnectionFromGene(SpConnectionGene gene, SpNeuron source, SpikeNet net)
{
var connection = new SpConnection();
connection.ImprintGene(gene, source, net);
return(connection);
}
public SpConnectionGene Clone()
{
var gene = new SpConnectionGene();
gene.Target = Target;
gene.Strength = Strength;
gene.Delay = Delay;
return(gene);
}
public void ImprintGene(SpConnectionGene gene, SpNeuron source, SpikeNet net)
{
SpNeuron target;
if (gene.IsOutputConnection)
{
target = net.OutputNeurons[gene.Target];
}
else
{
target = net.HiddenNeurons[gene.Target];
}
Source = source;
Target = target;
Weight = gene.Strength.Value;
Delay = (int)Math.Round(gene.Delay.Value * MaxDelay, 0);
}
public SpConnectionGene GetRandomConnection(int target, bool isOutputConnection)
{
var gene = new SpConnectionGene();
double strength = Pseudo.Random.NextDouble(0, 1);
if (InhibitoryConnectionChance > Pseudo.Random.NextDouble())
{
strength = -strength;
}
gene.Strength.Value = strength;
gene.Delay.Value =
Pseudo.Random.NextDouble(gene.Delay.Min, gene.Delay.Max);
gene.Target = target;
gene.IsOutputConnection = isOutputConnection;
return(gene);
}