public MultilayerPerceptron(int nInputs, int nHidden, int nOutputs)
{
for (int i = 0; i < nOutputs; ++i)
{
OutputNodes.Add(new Node());
}
for (int i = 0; i < nHidden; ++i)
{
var node = new Node();
foreach (var hiddenNode in HiddenNodes)
{
node.Connectors.Add(new Connector()
{
Weight = 1, Node = hiddenNode
});
}
}
for (int i = 0; i < nInputs; ++i)
{
var node = new Node();
foreach (var output in OutputNodes)
{
node.Connectors.Add(new Connector()
{
Weight = 1, Node = output
});
}
InputNodes.Add(node);
}
}
public void InitialiseNetwork()
{
//Clear all the nodes
foreach (Node Node in Nodes)
{
Node.ClearValue();
}
//Check if we have 'shortcuts' to the input and output nodes
if (InputNodes.Count == 0 || OutputNodes.Count == 0)
{
InputNodes.Clear();
OutputNodes.Clear();
foreach (Node Node in Nodes)
{
switch (Node.Type)
{
case eNeuralNodeType.eInput:
InputNodes.Add(Node);
break;
case eNeuralNodeType.eOutput:
OutputNodes.Add(Node);
break;
}
}
}
}
protected void AddOutputNode(BaseOutputNode node)
{
node.OnConnected += OnNodeConnected;
node.OnDisconnect += OnNodeDisconnected;
OutputNodes.Add(node);
OnNodeAdded?.Invoke(this, node);
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
this.Interpolate = true;
InputNodes.Add(new Blocks.BlockInputNode(ref root, "input1", "in1"));
InputNodes.Add(new Blocks.BlockInputNode(ref root, "input2", "in2"));
InputNodes.Add(new Blocks.BlockInputNode(ref root, "select", "sel"));
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "output", "out"));
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
InputNodes = new List <Blocks.BlockInputNode>();
foreach (var item in _inputs)
{
InputNodes.Add(new Blocks.BlockInputNode(ref root, item, item));
}
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "output", "out"));
}
public void AddNode(int plLayer, eNeuralNodeType peType)
{
Node oNode;
Connection oConnection;
int lNodeIndex;
//create node
oNode = new Node(peType, plLayer);
oNode.Treshold = 0;
oNode.Id = Nodes.Count;
Nodes.Add(oNode);
switch (peType)
{
case eNeuralNodeType.eInput:
{
InputNodes.Add(oNode);
break;
}
case eNeuralNodeType.eOutput:
{
OutputNodes.Add(oNode);
break;
}
}
lNodeIndex = Nodes.Count - 1;
//create connections to all nodes in previous layer
for (int lIndex = 0; lIndex < (int)Nodes.Count; lIndex++)
{
if (Nodes[lIndex].lLayer == plLayer - 1)
{
oConnection = new Connection(lIndex, lNodeIndex);
oConnection.fWeight = 0;
oNode.Connections.Add(oConnection);
}
}
//create connections to all nodes in next layer
foreach (Node Node in Nodes)
{
if (Node.lLayer == plLayer + 1)
{
oConnection = new Connection(lNodeIndex, Node.Id);
oConnection.fWeight = 0;
Node.Connections.Add(oConnection);
}
}
}
private void N_OnOutputAddedToNode(Node n, NodeOutput inp)
{
UINodePoint outpoint = new UINodePoint(this, Graph);
outpoint.Output = inp;
outpoint.VerticalAlignment = VerticalAlignment.Center;
OutputNodes.Add(outpoint);
OutputStack.Children.Add(outpoint);
outpoint.UpdateColor();
ResizeHeight();
}
public FirstLevelEquipment(int number, Point stackLocation) : base(
"АПП",
"First Level Equipment " + number,
new Point(stackLocation.X, number * (verticalOffset) + stackLocation.Y))
{
Height = 370;
inputEquipments = new List <IndividualEquipment>();
CreateInputNodes();
OutputNodes.Add(new Point(Location.X + Width, Location.Y + Height / 2));
int numberIE = 0;
foreach (Point inputNode in inputNodes)
{
inputEquipments.Add(new IndividualEquipment(false, numberIE, number, GetStackLocationIE(number, stackLocation)));
arrows.Add(new BigArrow(inputEquipments[numberIE++].OutputNodes[0], inputNode));
}
}
private void N_OnOutputAddedToNode(Node n, NodeOutput inp, NodeOutput previous = null)
{
UINodePoint outpoint = new UINodePoint(this, Graph);
outpoint.Output = inp;
outpoint.VerticalAlignment = VerticalAlignment.Center;
OutputNodes.Add(outpoint);
OutputStack.Children.Add(outpoint);
outpoint.UpdateColor();
if (previous != null)
{
foreach (var cinp in inp.To)
{
LoadConnection(cinp.Node.Id);
}
}
}
public IndividualEquipment(bool small, int equipmentNumber, int signalNumber, Point stackLocation) : base(
"АИП",
"Individual Equipment " + equipmentNumber,
new Point(stackLocation.X, equipmentNumber * (verticalOffset) + stackLocation.Y))
{
this.small = small;
inputNumbers = new List <SchemaLablel>();
inputNodes.Add(new Point(Location.X, Location.Y));
inputNodes.Add(new Point(Location.X, Location.Y + Height));
OutputNodes.Add(new Point(Location.X + Width, Location.Y + Height / 2));
foreach (Point inputNode in inputNodes)
{
bool isFirst = (inputNodes.IndexOf(inputNode) == 0);
arrows.Add(new BigArrow(new Point(inputNode.X + inputArrowOffset, inputNode.Y), inputNode));
inputNumbers.Add(new SchemaLablel(
Convert.ToString(GetInputNumberValue(equipmentNumber, signalNumber, isFirst)),
"Input " + (GetInputNumberValue(equipmentNumber, signalNumber, isFirst)),
new Point(inputNode.X + inputNumberOffsetX, inputNode.Y + inputNumberOffsetY)));
}
}
public virtual bool Add(Node n)
{
if (NodeLookup.ContainsKey(n.Id))
{
return(false);
}
if (n is OutputNode)
{
OutputNodes.Add(n.Id);
}
else if (n is InputNode)
{
InputNodes.Add(n.Id);
}
NodeLookup[n.Id] = n;
Nodes.Add(n);
n.OnUpdate += N_OnUpdate;
return(true);
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
this.Frequencies = new string[] { "10", "20" };
this.Length = this.SampleRate = 22100;
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "output", "out"));
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
InputNodes.Add(new Blocks.BlockInputNode(ref root, "actual", "tx", "transmitted bitstream"));
InputNodes.Add(new Blocks.BlockInputNode(ref root, "actual", "rx", "received bitstream"));
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "ber", "ber", "scalar value representing ber"));
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
Operation = LineCodingOps.Encode; LineCoding = LineCodings.None;
InputNodes.Add(new Blocks.BlockInputNode(ref root, "instream", "in"));
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "outstream", "out"));
}
public void AddNode(INode node)
{
string colorName = "";
switch (node.GetNodeType())
{
case INodeType.LINE:
colorName = ConfigurationManager
.ConnectionStrings["LineColor"]
.ConnectionString;
break;
case INodeType.HOOK:
colorName = ConfigurationManager
.ConnectionStrings["HookColor"]
.ConnectionString;
break;
default:
colorName = "Fuchsia";
logger.Warn("No color assigned for input node type");
// Logger.Log(Severity.WARN, LogCategory.CONTROL, "No color assigned for input node type");
break;
}
var innerContainer = new StackPanel();
innerContainer.Name = "nodeContainer";
innerContainer.Tag = node;
innerContainer.Orientation = Orientation.Vertical;
innerContainer.VerticalAlignment = VerticalAlignment.Top;
var label = new Label();
label.Padding = new Thickness(0);
label.Content = node.GetDisplayName();
label.VerticalAlignment = VerticalAlignment.Bottom;
innerContainer.Children.Add(label);
var circleControl = CreateNodeVisual(colorName);
circleControl.VerticalAlignment = VerticalAlignment.Top;
innerContainer.Children.Add(circleControl);
if (node is BaseOutputNode)
{
innerContainer.HorizontalAlignment = HorizontalAlignment.Left;
label.HorizontalAlignment = HorizontalAlignment.Left;
circleControl.HorizontalAlignment = HorizontalAlignment.Left;
OutputNodes.Add(new RenderNode(this, circleControl, node));
spOutputNodes.Children.Add(innerContainer);
}
else if (node is InputNode)
{
innerContainer.HorizontalAlignment = HorizontalAlignment.Right;
label.HorizontalAlignment = HorizontalAlignment.Right;
circleControl.HorizontalAlignment = HorizontalAlignment.Right;
InputNodes.Add(new RenderNode(this, circleControl, node));
spInputNodes.Children.Add(innerContainer);
}
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
SampleRate = 22100; DataStream = "0101";
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "bin_output", "bin"));
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
this.BitsPerSymbol = 1;
InputNodes.Add(new Blocks.BlockInputNode(ref root, "instream", "bin"));
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "outstream", "syms"));
}
protected override void CreateNodes(ref Blocks.BlockBase root)
{
SampleRate = 22100; LineCoding = LineCodings.None; OneTimeGeneration = false;
Length = 10;
OutputNodes.Add(new Blocks.BlockOutputNode(ref root, "bin_output", "bin"));
}
