public Connection(Node upstreamNode, Node downstreamNode)
{
UpstreamNode = upstreamNode;
DownstreamNode = downstreamNode;
Weight = BasicMath.RandomFromRange(-0.1, 0.1);
Gradient = 0;
}
public virtual void CalculateOutput()
{
double TmpOutput = 0;
foreach (Connection item in UpstreamConnectionList)
{
TmpOutput += item.Weight * item.UpstreamNode.Output;
}
Output = BasicMath.Sigmoid(TmpOutput);
}