/// <summary>
/// Creates the instance and initialize it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public NeuronGroupSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Network.SM.Preprocessing.PoolNeuronGroupSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement settingsElem = validator.Validate(elem, "rootElem");
//Parsing
//Name
Name = settingsElem.Attribute("name").Value;
//Role
Role = CommonEnums.ParseNeuronRole(settingsElem.Attribute("role").Value);
//Relative share
RelativeShare = double.Parse(settingsElem.Attribute("relShare").Value, CultureInfo.InvariantCulture);
//Augmented states
AugmentedStates = bool.Parse(settingsElem.Attribute("augmentedStates").Value);
//Activation settings
ActivationCfg = ActivationFactory.LoadSettings(settingsElem.Descendants().First());
//Bias
BiasCfg = new RandomValueSettings(settingsElem.Descendants("bias").First());
return;
}
/// <summary>
/// Creates an instance and initializes it from given xml element.
/// </summary>
/// <param name="elem">
/// Xml data containing IzhikevichIF activation settings.
/// Content of xml element is always validated against the xml schema.
/// </param>
public AutoIzhikevichIFSettings(XElement elem)
{
//Validation
ElemValidator validator = new ElemValidator();
Assembly assemblyRCNet = Assembly.GetExecutingAssembly();
validator.AddXsdFromResources(assemblyRCNet, "RCNet.Neural.Activation.AutoIzhikevichIFSettings.xsd");
validator.AddXsdFromResources(assemblyRCNet, "RCNet.RCNetTypes.xsd");
XElement activationSettingsElem = validator.Validate(elem, "rootElem");
//Parsing
StimuliCoeff = double.Parse(activationSettingsElem.Attribute("stimuliCoeff").Value, CultureInfo.InvariantCulture);
Role = CommonEnums.ParseNeuronRole(activationSettingsElem.Attribute("role").Value);
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;
}