/// <summary>
/// Writes this layer as XML
/// </summary>
/// <param name="writer">The XML writer</param>
public void WriteTo(XmlWriter writer)
{
writer.WriteStartElement("layer");
writer.WriteAttributeString("input-size", InputSize.ToString());
writer.WriteAttributeString("output-size", OutputSize.ToString());
writer.WriteAttributeString("activation", Activation.ToString());
writer.WriteAttributeString("weight-init", WeightInitialisation.ToString());
writer.WriteAttributeString("regularisation", Regularisation.ToString());
writer.WriteAttributeString("weight-update", WeightUpdate.ToString());
writer.WriteAttributeString("trainer", LayerTrainer.ToString());
writer.WriteAttributeString("lambda", Lambda.ToString());
writer.WriteAttributeString("momentum", Momentum.ToString());
writer.WriteAttributeString("decay-rate", DecayRate.ToString());
writer.WriteAttributeString("decay-rate2", DecayRate2.ToString());
writer.WriteAttributeString("dropout", Dropout.ToString());
if (Bias != null)
{
Bias.WriteTo("bias", writer);
}
if (Weight != null)
{
writer.WriteStartElement("weight");
foreach (var item in Weight)
{
item.WriteTo("row", writer);
}
writer.WriteEndElement();
}
writer.WriteEndElement();
}
public PerceptronFinal(WeightInitialisation weight) : base(Functions.Sigmoid, weight)
{
}
public Perceptron(ActivateFunction f, WeightInitialisation weight)
{
activateFunction = f;
weightInitialisation = weight;
ConnectTo(Biais.GetInstance());
}
public Perceptron(ActivateFunction f, WeightInitialisation weight)
{
activateFunction = f;
weightInitialisation = weight;
ConnectTo(new Biais());
}
public PerceptronMonocouche(ActivateFunction f, WeightInitialisation weight) : base(f, weight)
{
}
