public override void SetupOutputConnections(bool randomWeights = true)
{
base.SetupOutputConnections(randomWeights);
List <ANNHiddenNode> nextLayer = network.GetHiddenNodesFromLayerOrder((int)ANNLayerOrders.HiddenBegin);
if (nextLayer.Count == 0)
{
foreach (ANNOutputNode nextNode in network.OutputNodes)
{
ANNConnection con = new ANNConnection(
randomWeights ? Random.Range(ANNProperties.RandomWeightsRange.x, ANNProperties.RandomWeightsRange.y) : ANNProperties.NonRandomWeightDefaultValue
, this
, nextNode
, ConnectionType.FeedForward);
con.OnEnable();
this.outputConnections.Add(con);
nextNode.inputConnections.Add(con);
}
}
else
{
foreach (ANNHiddenNode nextNode in nextLayer)
{
ANNConnection con = new ANNConnection(
randomWeights ? Random.Range(ANNProperties.RandomWeightsRange.x, ANNProperties.RandomWeightsRange.y) : ANNProperties.NonRandomWeightDefaultValue
, this
, nextNode
, ConnectionType.FeedForward);
con.OnEnable();
this.outputConnections.Add(con);
nextNode.inputConnections.Add(con);
}
}
}
// Connections ---
private ANNGraphicConnection CreateGCon(ANNConnection c, ANNGraphicNode ingn, ANNGraphicNode outgn)
{
if (c == null || ingn == null || outgn == null)
{
return(null);
}
ANNGraphicConnection gc = new ANNGraphicConnection(c, ingn, outgn);
gCons.Add(gc);
return(gc);
}
private bool IsInClosedCons(ANNConnection c, List <ANNConnection> list)
{
for (int i = 0; i < list.Count; ++i)
{
if (list[i] == c)
{
return(true);
}
}
return(false);
}
/// Methods ///
public override void SetupOutputConnections(bool randomWeights = true)
{
base.SetupOutputConnections(randomWeights);
if (layer < (int)ANNLayerOrders.HiddenBegin)
{
Debug.LogWarning(this.name + " => Trying to SetupOutputConnections(bool) but layerOrder is unknown");
return;
}
int nextLayerOrder = layer + 1;
if (network.NHiddenLayers + (int)ANNLayerOrders.HiddenBegin == nextLayerOrder)
{
nextLayerOrder = (int)ANNLayerOrders.Output;
List <ANNOutputNode> nextLayer = network.OutputNodes;
foreach (ANNOutputNode nextNode in nextLayer)
{
ANNConnection con = new ANNConnection(
randomWeights ? Random.Range(ANNProperties.RandomWeightsRange.x, ANNProperties.RandomWeightsRange.y) : ANNProperties.NonRandomWeightDefaultValue
, this
, nextNode
, ConnectionType.FeedForward);
con.OnEnable();
this.outputConnections.Add(con);
nextNode.inputConnections.Add(con);
}
}
else
{
List <ANNHiddenNode> nextLayer = network.GetHiddenNodesFromLayerOrder(nextLayerOrder);
foreach (ANNHiddenNode nextNode in nextLayer)
{
ANNConnection con = new ANNConnection(
randomWeights ? Random.Range(ANNProperties.RandomWeightsRange.x, ANNProperties.RandomWeightsRange.y) : ANNProperties.NonRandomWeightDefaultValue
, this
, nextNode
, ConnectionType.FeedForward);
con.OnEnable();
this.outputConnections.Add(con);
nextNode.inputConnections.Add(con);
}
}
}
public ANNGraphicConnection(ANNConnection c, ANNGraphicNode inp, ANNGraphicNode outp)
{
con = c; inGNode = inp; outGNode = outp;
}
