/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing AdExpIF activation settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public AdExpIFSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Activation.AdExpIFSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement activationSettingsElem = validator.Validate(elem, "rootElem");
//Parsing
TimeScale = RandomValueSettings.LoadOrDefault(activationSettingsElem, "timeScale", TypicalTimeScale);
Resistance = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resistance", TypicalResistance);
RestV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "restV", TypicalRestV);
ResetV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resetV", TypicalResetV);
RheobaseV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "rheobaseV", TypicalRheobaseV);
FiringThresholdV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "firingThresholdV", TypicalFiringThresholdV);
SharpnessDeltaT = RandomValueSettings.LoadOrDefault(activationSettingsElem, "sharpnessDeltaT", TypicalSharpnessDeltaT);
AdaptationVoltageCoupling = RandomValueSettings.LoadOrDefault(activationSettingsElem, "adaptationVoltageCoupling", TypicalAdaptationVoltageCoupling);
AdaptationTimeConstant = RandomValueSettings.LoadOrDefault(activationSettingsElem, "adaptationTimeConstant", TypicalAdaptationTimeConstant);
AdaptationSpikeTriggeredIncrement = RandomValueSettings.LoadOrDefault(activationSettingsElem, "adaptationSpikeTriggeredIncrement", TypicalAdaptationSpikeTriggeredIncrement);
SolverMethod = ODENumSolver.ParseComputationMethodType(activationSettingsElem.Attribute("solverMethod").Value);
SolverCompSteps = int.Parse(activationSettingsElem.Attribute("solverCompSteps").Value, CultureInfo.InvariantCulture);
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing LeakyReLU activation settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public LeakyReLUSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Activation.LeakyReLUSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement activationSettingsElem = validator.Validate(elem, "rootElem");
//Parsing
NegSlope = RandomValueSettings.LoadOrDefault(activationSettingsElem, "negSlope", TypicalNegSlope);
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing SoftExponential activation settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public SoftExponentialSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Activation.SoftExponentialSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement activationSettingsElem = validator.Validate(elem, "rootElem");
//Parsing
Alpha = RandomValueSettings.LoadOrDefault(activationSettingsElem, "alpha", TypicalAlpha);
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">Xml element containing the initialization settings</param>
public LeakyIFSettings(XElement elem)
{
//Validation
XElement activationSettingsElem = Validate(elem, XsdTypeName);
//Parsing
TimeScale = URandomValueSettings.LoadOrDefault(activationSettingsElem, "timeScale", TypicalTimeScale);
Resistance = URandomValueSettings.LoadOrDefault(activationSettingsElem, "resistance", TypicalResistance);
RestV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "restV", TypicalRestV);
ResetV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resetV", TypicalResetV);
FiringThresholdV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "firingThresholdV", TypicalFiringThresholdV);
RefractoryPeriods = int.Parse(activationSettingsElem.Attribute("refractoryPeriods").Value, CultureInfo.InvariantCulture);
SolverMethod = (ODENumSolver.Method)Enum.Parse(typeof(ODENumSolver.Method), activationSettingsElem.Attribute("solverMethod").Value, true);
SolverCompSteps = int.Parse(activationSettingsElem.Attribute("solverCompSteps").Value, CultureInfo.InvariantCulture);
StimuliDuration = double.Parse(activationSettingsElem.Attribute("stimuliDuration").Value, CultureInfo.InvariantCulture);
Check();
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing SimpleIF activation settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public SimpleIFSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Activation.SimpleIFSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement activationSettingsElem = validator.Validate(elem, "rootElem");
//Parsing
Resistance = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resistance", TypicalResistance);
DecayRate = RandomValueSettings.LoadOrDefault(activationSettingsElem, "decayRate", TypicalDecayRate);
ResetV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resetV", TypicalResetV);
FiringThresholdV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "firingThresholdV", TypicalFiringThresholdV);
RefractoryPeriods = int.Parse(activationSettingsElem.Attribute("refractoryPeriods").Value, CultureInfo.InvariantCulture);
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing LeakyIF activation settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public LeakyIFSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Activation.LeakyIFSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement activationSettingsElem = validator.Validate(elem, "rootElem");
//Parsing
TimeScale = RandomValueSettings.LoadOrDefault(activationSettingsElem, "timeScale", TypicalTimeScale);
Resistance = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resistance", TypicalResistance);
RestV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "restV", TypicalRestV);
ResetV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resetV", TypicalResetV);
FiringThresholdV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "firingThresholdV", TypicalFiringThresholdV);
RefractoryPeriods = int.Parse(activationSettingsElem.Attribute("refractoryPeriods").Value, CultureInfo.InvariantCulture);
SolverMethod = ODENumSolver.ParseComputationMethodType(activationSettingsElem.Attribute("solverMethod").Value);
SolverCompSteps = int.Parse(activationSettingsElem.Attribute("solverCompSteps").Value, CultureInfo.InvariantCulture);
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">Xml element containing the initialization settings</param>
public AdExpIFSettings(XElement elem)
{
//Validation
XElement activationSettingsElem = Validate(elem, XsdTypeName);
//Parsing
TimeScale = URandomValueSettings.LoadOrDefault(activationSettingsElem, "timeScale", TypicalTimeScale);
Resistance = URandomValueSettings.LoadOrDefault(activationSettingsElem, "resistance", TypicalResistance);
RestV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "restV", TypicalRestV);
ResetV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "resetV", TypicalResetV);
RheobaseV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "rheobaseV", TypicalRheobaseV);
FiringThresholdV = RandomValueSettings.LoadOrDefault(activationSettingsElem, "firingThresholdV", TypicalFiringThresholdV);
SharpnessDeltaT = URandomValueSettings.LoadOrDefault(activationSettingsElem, "sharpnessDeltaT", TypicalSharpnessDeltaT);
AdaptationVoltageCoupling = URandomValueSettings.LoadOrDefault(activationSettingsElem, "adaptationVoltageCoupling", TypicalAdaptationVoltageCoupling);
AdaptationTimeConstant = URandomValueSettings.LoadOrDefault(activationSettingsElem, "adaptationTimeConstant", TypicalAdaptationTimeConstant);
AdaptationSpikeTriggeredIncrement = URandomValueSettings.LoadOrDefault(activationSettingsElem, "adaptationSpikeTriggeredIncrement", TypicalAdaptationSpikeTriggeredIncrement);
SolverMethod = (ODENumSolver.Method)Enum.Parse(typeof(ODENumSolver.Method), activationSettingsElem.Attribute("solverMethod").Value, true);
SolverCompSteps = int.Parse(activationSettingsElem.Attribute("solverCompSteps").Value, CultureInfo.InvariantCulture);
StimuliDuration = double.Parse(activationSettingsElem.Attribute("stimuliDuration").Value, CultureInfo.InvariantCulture);
Check();
return;
}
