protected void ConnectInnovNbNetwork()
{
if (Neurons == null)
{
Neurons = new Dictionary <int, Neuron>();
}
else
{
Neurons.Clear();
}
foreach (var neuron in NeuronLst)
{
if (!Neurons.ContainsKey(neuron.innovNb))
{
Neurons.Add(neuron.innovNb, neuron);
}
else if (Neurons[neuron.innovNb] != neuron)
{
throw new Exception("AAAAaAAAaaaaa: " + neuron.innovNb);
}
}
}
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);
}
