/// <inheritdoc/>
public override XElement GetXml(string rootElemName, bool suppressDefaults)
{
XElement rootElem = new XElement(rootElemName);
if (!suppressDefaults || !IsDefaultRefractoryPeriods)
{
rootElem.Add(new XAttribute("refractoryPeriods", RefractoryPeriods.ToString(CultureInfo.InvariantCulture)));
}
if (!suppressDefaults || !IsDefaultResistance)
{
rootElem.Add(Resistance.GetXml("resistance", suppressDefaults));
}
if (!suppressDefaults || !IsDefaultDecayRate)
{
rootElem.Add(DecayRate.GetXml("decayRate", suppressDefaults));
}
if (!suppressDefaults || !IsDefaultResetV)
{
rootElem.Add(ResetV.GetXml("resetV", suppressDefaults));
}
if (!suppressDefaults || !IsDefaultFiringThresholdV)
{
rootElem.Add(FiringThresholdV.GetXml("firingThresholdV", suppressDefaults));
}
Validate(rootElem, XsdTypeName);
return(rootElem);
}
/// <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();
}
