void AddSynapse(Synapse template)
{
if (AllSynapses.ContainsKey(template.InnovationNo))
{
Debug.Log("wtf??");
Debug.Break();
}
Neuron neuron1 = null, neuron2 = null;
if (template.InputNeuron.InnovationNo <= InputLayer.Count)
{
neuron1 = InputLayer[template.InputNeuron.InnovationNo - 1];
}
else
{
if (HiddenLayers.ContainsKey(template.InputNeuron.InnovationNo))
{
neuron1 = HiddenLayers[template.InputNeuron.InnovationNo];
}
else
{
neuron1 = new Neuron(template.InputNeuron);
HiddenLayers.Add(neuron1.InnovationNo, neuron1);
}
}
if (template.OutputNeuron.InnovationNo <= InputLayer.Count + OutputLayer.Count)
{
neuron2 = OutputLayer[template.OutputNeuron.InnovationNo - InputLayer.Count - 1];
}
else
{
if (HiddenLayers.ContainsKey(template.OutputNeuron.InnovationNo))
{
neuron2 = HiddenLayers[template.OutputNeuron.InnovationNo];
}
else
{
neuron2 = new Neuron(template.OutputNeuron);
HiddenLayers.Add(neuron2.InnovationNo, neuron2);
}
}
Synapse newSyn = new Synapse(neuron1, neuron2, template.InnovationNo);
newSyn.Weight = template.Weight;
AllSynapses.Add(newSyn.InnovationNo, newSyn);
//Debug.Log("Koniec add synapse template");
}