public void Deserialize()
{
Dictionary <String, NeuronLayer> neuronLayers = null;
FileStream fs = new FileStream("NeuronLayers.dat", FileMode.Open);
try
{
BinaryFormatter formatter = new BinaryFormatter();
neuronLayers = (Dictionary <String, NeuronLayer>)formatter.Deserialize(fs);
}
catch (SerializationException e)
{
Console.WriteLine("Failed to deserialize. Reason: " + e.Message);
throw;
}
finally
{
fs.Close();
}
inLayer = (NeuronLayer)neuronLayers["In"];
foreach (KeyValuePair <String, NeuronLayer> n in neuronLayers.Where(z => z.Key.Contains("Hidden")).OrderBy(z => z.Key))
{
hiddenLayers.Add(n.Value);
}
outLayer = (NeuronLayer)neuronLayers["Out"];
}
public NeuroNet(int countInNeurons, int countOutNeurons, List <int> countHiddenNeurons, bool bias = false)
{
_countHiddenNeurons = countHiddenNeurons;
_countInNeurons = countInNeurons;
_countOutNeurons = countOutNeurons;
_bias = bias;
inLayer = new NeuronLayer();
hiddenLayers = new List <NeuronLayer>();
outLayer = new NeuronLayer();
}