/// <inheritdoc/>
public override XElement GetXml(string rootElemName, bool suppressDefaults)
{
XElement rootElem = new XElement(rootElemName,
new XAttribute("name", Name),
new XAttribute("relShare", RelShare.ToString(CultureInfo.InvariantCulture)),
ActivationCfg.GetXml(suppressDefaults)
);
if (!suppressDefaults || !IsDefaultFiringThreshold)
{
rootElem.Add(new XAttribute("firingThreshold", FiringThreshold.ToString(CultureInfo.InvariantCulture)));
}
if (!suppressDefaults || !IsDefaultThresholdMaxRefDeepness)
{
rootElem.Add(new XAttribute("thresholdMaxRefDeepness", ThresholdMaxRefDeepness.ToString(CultureInfo.InvariantCulture)));
}
if (BiasCfg != null)
{
rootElem.Add(BiasCfg.GetXml("bias", suppressDefaults));
}
if (RetainmentCfg != null)
{
rootElem.Add(RetainmentCfg.GetXml(suppressDefaults));
}
rootElem.Add(PredictorsCfg.GetXml(suppressDefaults));
Validate(rootElem, XsdTypeName);
return(rootElem);
}
//Methods
/// <inheritdoc/>
protected override void Check()
{
if (Name.Length == 0)
{
throw new ArgumentException($"Name can not be empty.", "Name");
}
Type activationType = ActivationCfg.GetType();
if (activationType != typeof(AFAnalogSQNLSettings) &&
activationType != typeof(AFAnalogElliotSettings) &&
activationType != typeof(AFAnalogGaussianSettings) &&
activationType != typeof(AFAnalogISRUSettings) &&
activationType != typeof(AFAnalogSigmoidSettings) &&
activationType != typeof(AFAnalogSincSettings) &&
activationType != typeof(AFAnalogSinusoidSettings) &&
activationType != typeof(AFAnalogTanHSettings)
)
{
throw new ArgumentException($"Not allowed Activation settings {activationType.Name}.", "ActivationCfg");
}
if (FiringThreshold < 0 || FiringThreshold > 1)
{
throw new ArgumentException($"Invalid FiringThreshold {FiringThreshold.ToString(CultureInfo.InvariantCulture)}. FiringThreshold must be GE to 0 and LE to 1.", "FiringThreshold");
}
if (ThresholdMaxRefDeepness < 1)
{
throw new ArgumentException($"Invalid ThresholdMaxRefDeepness {ThresholdMaxRefDeepness.ToString(CultureInfo.InvariantCulture)}. ThresholdMaxRefDeepness must be GT 1.", "ThresholdMaxRefDeepness");
}
return;
}
//Methods
/// <summary>
/// Checks consistency
/// </summary>
protected override void Check()
{
if (Name.Length == 0)
{
throw new ArgumentException($"Name can not be empty.", "Name");
}
Type activationType = ActivationCfg.GetType();
if (activationType != typeof(SimpleIFSettings) &&
activationType != typeof(LeakyIFSettings) &&
activationType != typeof(ExpIFSettings) &&
activationType != typeof(AdExpIFSettings) &&
activationType != typeof(IzhikevichIFSettings) &&
activationType != typeof(AutoIzhikevichIFSettings)
)
{
throw new ArgumentException($"Not allowed activation type {activationType.Name}.", "ActivationCfg");
}
return;
}
/// <inheritdoc/>
public override XElement GetXml(string rootElemName, bool suppressDefaults)
{
XElement rootElem = new XElement(rootElemName,
new XAttribute("name", Name),
new XAttribute("relShare", RelShare.ToString(CultureInfo.InvariantCulture)),
ActivationCfg.GetXml(suppressDefaults)
);
if (!suppressDefaults || !IsDefaultHomogenousExcitabilityCfg)
{
rootElem.Add(HomogenousExcitabilityCfg.GetXml(suppressDefaults));
}
if (BiasCfg != null)
{
rootElem.Add(BiasCfg.GetXml("bias", suppressDefaults));
}
rootElem.Add(PredictorsCfg.GetXml(suppressDefaults));
Validate(rootElem, XsdTypeName);
return(rootElem);
}
/// <summary>
/// Generates xml element containing the settings.
/// </summary>
/// <param name="rootElemName">Name to be used as a name of the root element.</param>
/// <param name="suppressDefaults">Specifies whether to ommit optional nodes having set default values</param>
/// <returns>XElement containing the settings</returns>
public override XElement GetXml(string rootElemName, bool suppressDefaults)
{
return(Validate(new XElement(rootElemName, new XAttribute("neurons", NumOfNeurons.ToString(CultureInfo.InvariantCulture)),
ActivationCfg.GetXml(suppressDefaults)),
XsdTypeName));
}
