public virtual Neuron Clone(InnovationNumber otherInnov)
{
var clone = Clone();
clone.InnovationNb = otherInnov;
return(clone);
}
public override Neuron Clone(InnovationNumber otherInnov)
{
var clone = this.Clone();
clone.InnovationNb = otherInnov;
return(clone);
}
public MemoryNeuron(
InnovationNumber innovationNumber,
InnovationNumber targetNeuron
) : base(innovationNumber, null)
{
this.TargetNeuron = targetNeuron;
}
/// <summary>
/// Check equality between two <see cref="NodeGene"/>s
/// </summary>
/// <param name="obj">Another <see cref="NodeGene"/></param>
/// <returns>a boolean that confirm or not the equality</returns>
public override bool Equals(object obj)
{
if (obj is NodeGene n)
{
return(InnovationNumber.Equals(n.InnovationNumber));
}
return(false);
}
/// <summary>
/// Gets the hash code.
/// </summary>
/// <returns>Returns the hash code.</returns>
public override int GetHashCode()
{
int hashCode = 1721005899;
hashCode = hashCode * -1521134295 + InId.GetHashCode();
hashCode = hashCode * -1521134295 + OutId.GetHashCode();
hashCode = hashCode * -1521134295 + InnovationNumber.GetHashCode();
hashCode = hashCode * -1521134295 + Weight.GetHashCode();
hashCode = hashCode * -1521134295 + Enabled.GetHashCode();
return(hashCode);
}
public Synapse AddConnection(
InnovationNumber startNeuron,
InnovationNumber endNeuron,
WeightInitializer weightInitializer = null)
{
if (!Neurons.ContainsKey(startNeuron) || !Neurons.ContainsKey(endNeuron))
{
throw new Exception("The given neurons are not yer registered.");
}
var innov = synapseInnovNbTracker.GetHystoricalMark(startNeuron, endNeuron);
var result = new Synapse(innov, 0, startNeuron, endNeuron)
{
weightConstraints = this.WeightConstraints
};
if (weightInitializer == null)
{
weightInitializer = defaultWeightInitializer;
}
Synapses.Add(result, weightInitializer);
return(result);
}
public IEnumerable <NeuralGene> GetGenesOutOfNeuron(InnovationNumber target)
{
return(NeuralGenes.Where(x => x.Synapse.incoming == target));
}
public IEnumerable <NeuralGene> GetGenesToNeuron(InnovationNumber target)
{
return(NeuralGenes.Where(x => x.Synapse.outgoing == target));
}
