public override INeuralNet GetNeuralNet()
{
var neuralNet = new RMP_Net();
neuralNet.ImprintGenome(this);
return(neuralNet);
}
public override void Load(BinaryReader r, uint id)
{
base.Load(r, id);
Net = BinarySerializable.GetObject <RMP_Net>(r);
GeneID = r.ReadUInt32();
Bias = r.ReadDouble();
SigmoidFunction = BinarySerializable.GetObject <SigmoidFunction>(r);
Activation = r.ReadDouble();
Output = r.ReadDouble();
LoadListInfo(Connections, r);
}
public void ImprintGene(RMP_ConnectionGene gene, RMP_Neuron source, RMP_Net net)
{
RMP_Neuron target;
if (gene.IsOutputConnection)
{
target = net.OutputNeurons[gene.Target];
}
else
{
target = net.HiddenNeurons[gene.Target];
}
Source = source;
Target = target;
Weight = gene.Weight.Value;
}
public static RMP_Connection GetConnectionFromGene(RMP_ConnectionGene gene, RMP_Neuron source, RMP_Net net)
{
var connection = new RMP_Connection();
connection.ImprintGene(gene, source, net);
return(connection);
}
public RMP_OutputNeuron(RMP_Net net)
: base(net)
{
}
public RMP_InputNeuron(RMP_Net net)
: base(net)
{
iConnections = new CastingList <IConnection>(Connections);
}
public RMP_Neuron(RMP_Net net)
: base("RMP_Neuron")
{
Net = net;
Connections = new List <RMP_Connection>();
}