/// <summary>
/// Add a layer to the neural network. If there are no layers added this
/// layer will become the input layer. This function automatically updates
/// both the input and output layer references.
/// </summary>
/// <param name="layer">The layer to be added to the network.</param>
/// <param name="type">What sort of synapse should connect this layer to the last.</param>
public void AddLayer(ILayer layer, SynapseType type)
{
// is this the first layer? If so, mark as the input layer.
if (this.layerTags.Count == 0)
{
this.TagLayer(BasicNetwork.TAG_INPUT, layer);
this.TagLayer(BasicNetwork.TAG_OUTPUT, layer);
}
else
{
// add the layer to any previous layers
ILayer outputLayer = this.GetLayer(BasicNetwork.TAG_OUTPUT);
outputLayer.AddNext(layer, type);
this.TagLayer(BasicNetwork.TAG_OUTPUT, layer);
}
}