public override void addNeurons(int count)
{
for (int i = 0; i < count; i++)
{
WorkingNeuron wn = new WorkingNeuron();
workingNeurons.Add(wn);
}
}
public WorkingNeuron createNewOuptput(int x, int y)
{
WorkingNeuron wn = new WorkingNeuron();
wn.x = x;
wn.y = y;
wn.neuronType = NeuronType.WorkingNeuron;
outputNeurons.Add(wn);
return(wn);
}
public void createHiddenNeurons(int amount)
{
for (int i = 0; i < amount; i++)
{
WorkingNeuron hn = new WorkingNeuron();
hn.x = 1;
hn.y = i;
hn.neuronType = NeuronType.WorkingNeuron;
hiddenNeurons.Add(hn);
}
}
public void backpropagateSmallDelta()
{
foreach (Connection c in connections)
{
Neuron n = c.getNeuron();
if (n.GetType() == typeof(WorkingNeuron))
{
WorkingNeuron wn = (WorkingNeuron)n;
wn.smallDelta += this.smallDelta * c.getWeight();
}
}
}