protected void ConnectNodeToNextLayer(NodeBase previousNode, PerceptronLayer nextLayer)
{
//Connect the edges...
if (nextLayer == null)
{
return;
}
var nextPerceptrons = nextLayer.Nodes; //they are perceptrons
foreach (var nextPerceptron in nextPerceptrons)
{
nextPerceptron.EdgesInternal.Add(Edge.Create(previousNode, nextPerceptron));
}
}
public void Connect(PerceptronLayer nextLayer)
{
if (nextLayer == null) //Cut off the layer link
{
if (this.Next != null)
{
this.Next.Previous = null; //cancel the Next's Previous layer (this)
}
this.Next = null;
return;
}
if (this.Next != null)
{
this.Next.Previous = nextLayer;
nextLayer.Next = this.Next;
}
this.Next = nextLayer;
nextLayer.Previous = this;
ConnectChild();
}