public NeuralGeneNode(NeuralActivationFunction _neuralActivationFunction, int _nodeNumber, NeuralNodeType _nodeType)
{
inputSynapses = new List <NeuralGeneConnection>();
outputSynapses = new List <NeuralGeneConnection>();
SetActivationFunction(_neuralActivationFunction);
nodeNumber = _nodeNumber;
nodeType = _nodeType;
bias = NeatNeuralNetwork.GetRandom();
}
NeuralGeneNode AddNodeToGenome(NeuralNodeType type, NeuralGenome genome)
{
switch (type)
{
case NeuralNodeType.Input:
return(genome.AddInputNode(neuralActivationFunctions[0]));
break;
case NeuralNodeType.Output:
return(genome.AddOutputNode(neuralActivationFunctions[2]));
break;
case NeuralNodeType.Hidden:
return(genome.AddHiddenNode(neuralActivationFunctions[1]));
break;
default:
break;
}
return(null);
}
