public static SpConnection GetConnectionFromGene(SpConnectionGene gene, SpNeuron source, SpikeNet net)
{
var connection = new SpConnection();
connection.ImprintGene(gene, source, net);
return(connection);
}
public Spike(SpNeuron source, SpConnection connection)
{
Source = source;
Target = connection.Target;
Connection = connection;
Strength = connection.Weight;
CyclesToImpact = connection.Delay;
}
public override void ImprintGenome(INeuralNetChromosome _genome)
{
var genome = (SpikeNetChromosome)_genome;
#region Creating the neurons
foreach (var gene in genome.EyeRNeuronGenes)
{
var neuron = new SpInputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.EyeGNeuronGenes)
{
var neuron = new SpInputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.EyeBNeuronGenes)
{
var neuron = new SpInputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.DistanceNeuronGenes)
{
var neuron = new SpInputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.InputNeuronGenes)
{
var neuron = new SpInputNeuron(this);
neuron.ImprintGene(gene);
AddInputNeuron(neuron);
}
foreach (var gene in genome.HiddenNeuronGenes)
{
var neuron = new SpNeuron(this);
neuron.ImprintGene(gene);
AddHiddenNeuron(neuron);
}
foreach (var gene in genome.OutputNeuronGenes)
{
var neuron = new SpOutputNeuron(this);
neuron.ImprintGene(gene);
AddOutputNeuron(neuron);
}
#endregion
#region Connection the neurons
int count = 0;
foreach (var gene in genome.EyeRNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.EyeGNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.EyeBNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.DistanceNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
foreach (var gene in genome.InputNeuronGenes)
{
var neuron = InputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
count = 0;
foreach (var gene in genome.HiddenNeuronGenes)
{
var neuron = HiddenNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
count = 0;
foreach (var gene in genome.OutputNeuronGenes)
{
var neuron = OutputNeurons[count++];
foreach (var connectionGene in gene.Connections)
{
neuron.Connections.Add(SpConnection.GetConnectionFromGene(connectionGene, neuron, this));
}
}
#endregion
}
