/// <summary>
/// Adds input connection for this competitive neuron
/// </summary>
/// <param name="connection">input connection</param>
public override void AddInputConnection(Connection connection)
{
base.AddInputConnection(connection);
if (connection.FromNeuron.ParentLayer == this
.ParentLayer)
{
connectionsFromThisLayer.Add(connection);
}
else
{
connectionsFromOtherLayers.Add(connection);
}
}
/// <summary>
/// Adds input connection with the given weight, from given neuron
/// </summary>
/// <param name="fromNeuron">neuron to connect from</param>
/// <param name="weightVal">connection weight value</param>
public virtual void AddInputConnection(Neuron fromNeuron, double weightVal)
{
Connection connection = new Connection(fromNeuron, this, weightVal);
this.AddInputConnection(connection);
}
/// <summary>
/// Adds the specified output connection
/// </summary>
/// <param name="connection">connection output connection to add</param>
protected virtual void AddOutputConnection(Connection connection)
{
this.outConnections.Add(connection);
}
/// <summary>
/// Adds input connection from specified neuron
/// </summary>
/// <param name="fromNeuron">neuron to connect from</param>
public virtual void AddInputConnection(Neuron fromNeuron)
{
Connection connection = new Connection(fromNeuron, this);
this.AddInputConnection(connection);
}
/// <summary>
/// Adds the specified input connection
/// </summary>
/// <param name="connection">input connection to add</param>
public virtual void AddInputConnection(Connection connection)
{
this.inputConnections.Add(connection);
Neuron fromNeuron = connection.FromNeuron;
fromNeuron.AddOutputConnection(connection);
}
/// <summary>
/// Creates connection between two specified neurons
/// </summary>
/// <param name="from">output neuron</param>
/// <param name="to">input neuron</param>
/// <param name="weight">connection weight</param>
public static void CreateConnection(Neuron from, Neuron to, Weight weight)
{
Connection connection = new Connection(from, to, weight);
to.AddInputConnection(connection);
}
/// <summary>
/// Creates connection with specified weight value between specified neurons
/// </summary>
/// <param name="fromNeuron">neuron to connect</param>
/// <param name="toNeuron">neuron to connect to</param>
/// <param name="weightVal">connection weight value</param>
public void CreateConnection(Neuron fromNeuron, Neuron toNeuron, double weightVal)
{
Connection connection = new Connection(fromNeuron, toNeuron, weightVal);
toNeuron.AddInputConnection(connection);
}
public override void AddInputConnection(Connection connection)
{
}