public NeuronGene(int layer, Neuron.Type type, int innovation, bool isInput, bool isOutput)
{
this.innovation = innovation;
this.layer = layer;
this.type = type;
this.isInput = isInput;
this.isOutput = isOutput;
}
public Innovation(int ID, Type innovationType, int neuronIn, int neuronOut, int neuronID, Neuron.Type neuronType, float splitX, float splitY)
{
this.ID = ID;
this.innovationType = innovationType;
this.neuronIn = neuronIn;
this.neuronOut = neuronOut;
this.neuronID = neuronID;
this.neuronType = neuronType;
this.splitX = splitX;
this.splitY = splitY;
}
// create neuron at network initialization
public Neuron CreateStartNeuron(Neuron.Type type, int neuronID, float splitX, float splitY)
{
var oldNeuronInnovID = innovationDB.CheckNeuronStartInnovation(neuronID);
Neuron newNeuron;
// new innovation
if (oldNeuronInnovID == -1)
{
var neuronInnov = innovationDB.CreateInnovation(InnovationDB.Innovation.Type.NEW_NEURON, -1, -1, type, splitX, splitY);
newNeuron = new Neuron(neuronInnov.neuronID, type, splitX, splitY);
}
else
{
var newNeuronID = innovationDB.GetNeuronID(oldNeuronInnovID);
newNeuron = new Neuron(newNeuronID, type, splitX, splitY);
}
neurons.Add(newNeuron.ID, newNeuron);
return(newNeuron);
}
public Innovation CreateInnovation(Innovation.Type innovationType, int neuronIn, int neuronOut, Neuron.Type neuronType, float splitX, float splitY)
{
int neuronID = innovationType == Innovation.Type.NEW_NEURON ? NextNeuronID() : -1;
var innovation = new Innovation(NextInnovID(), innovationType, neuronIn, neuronOut, neuronID, neuronType, splitX, splitY);
innovations.Add(innovation);
return(innovation);
}
