/// <summary>
/// Creates a new Kohonen Synapse connecting the given neurons
/// </summary>
/// <param name="sourceNeuron">
/// The source neuron
/// </param>
/// <param name="targetNeuron">
/// The target neuron
/// </param>
/// <param name="parent">
/// Parent connector containing this synapse
/// </param>
/// <exception cref="System.ArgumentNullException">
/// If any of the arguments is <c>null</c>
/// </exception>
public KohonenSynapse(INeuron sourceNeuron, PositionNeuron targetNeuron, KohonenConnector parent)
{
Helper.ValidateNotNull(sourceNeuron, "sourceNeuron");
Helper.ValidateNotNull(targetNeuron, "targetNeuron");
Helper.ValidateNotNull(parent, "parent");
this.weight = 1d;
sourceNeuron.TargetSynapses.Add(this);
targetNeuron.SourceSynapses.Add(this);
this.sourceNeuron = sourceNeuron;
this.targetNeuron = targetNeuron;
this.parent = parent;
}
/// <summary>
/// Creates a new Kohonen Synapse connecting the given neurons
/// </summary>
/// <param name="sourceNeuron">
/// The source neuron
/// </param>
/// <param name="targetNeuron">
/// The target neuron
/// </param>
/// <param name="parent">
/// Parent connector containing this synapse
/// </param>
/// <exception cref="System.ArgumentNullException">
/// If any of the arguments is <c>null</c>
/// </exception>
public KohonenSynapse(INeuron sourceNeuron, PositionNeuron targetNeuron, KohonenConnector parent)
{
Helper.ValidateNotNull(sourceNeuron, "sourceNeuron");
Helper.ValidateNotNull(targetNeuron, "targetNeuron");
Helper.ValidateNotNull(parent, "parent");
this.weight = 1d;
sourceNeuron.TargetSynapses.Add(this);
targetNeuron.SourceSynapses.Add(this);
this.sourceNeuron = sourceNeuron;
this.targetNeuron = targetNeuron;
this.parent = parent;
}