public void AddLayer(int nodeCount)
{
int index = -1;
//if index is not set then add a layer to the end then set index to the recently added layer
neuralNodeTree.Add(new NeuralNode[nodeCount]);
index = neuralNodeTree.Count - 1;
layers += 1;
//sets each node in the tree
for (int i = 0; i < nodeCount; i++)
{
neuralNodeTree[index][i] = new NeuralNode(threshold, bias);
}
//if it is not the first layer added to the network
//then add links to the previous node
if (index != 0)
{
//first it calls addLinks which creates connections between 2 layers
//then adds the list of links into the links container.
foreach (NeuralNode node in neuralNodeTree[index - 1])
{
links.AddRange(node.addLinks(neuralNodeTree[index]));
}
}
}
public NeuralLink(NeuralNode node)
{
neuralNode = node;
}