public static NeuronLayer Make(XmlNode layerNode)
{
var layer = new NeuronLayer();
foreach (XmlNode neuronNode in layerNode.SelectNodes("Neuron"))
{
layer.AddSingleNeuron(new Neuron(Convert.ToInt32(neuronNode.Attributes["id"].Value)));
}
XmlNode tresholdNeuron = layerNode.SelectSingleNode("TresholdNeuron");
layer.AddSingleNeuron(new TresholdNeuron(Convert.ToInt32(tresholdNeuron.Attributes["id"].Value)));
return layer;
}
public static NeuronLayer Make(int count)
{
var layer = new NeuronLayer();
layer.AddNeurons(count);
return layer;
}
private void AssignLayers(XmlDocument doc)
{
_layers.Clear();
_inputLayer = null;
_outputLayer = null;
foreach (XmlNode layerNode in doc.SelectNodes("/NeuronNetwork/Layers/NeuronLayer"))
{
var layer = NeuronLayer.Make(layerNode);
if (null == _inputLayer)
_inputLayer = layer;
_layers.Add(layer);
}
}
private void LoadFromXmlFile(XmlDocument doc)
{
_layers.Clear();
_inputLayer = null;
_outputLayer = null;
try
{
InitializeFromXml(doc);
AssignLayers(doc);
AssignOutputLayer(doc);
AssignSynapses(doc);
}
catch
{
Filename = "";
_layers.Clear();
_inputLayer = null;
_outputLayer = null;
throw;
}
}
public void Connect(NeuronLayer neuronLayer)
{
neuronLayer.Neurons.ToList().ForEach(n => _synapses.Add(new Synapse(this, n)));
}
