/// <summary>
/// Function for Network Manipulation
/// connect each hidden neuron with each input neuron
/// and each output neuron with each hidden neuron
/// </summary>
public void CreateFullMesh()
{
//connect each hidden neuron to each input neuron
for (int l = layers.Count - 1; l > 0; --l)
{
foreach (Neuron n in layers.ElementAt(l))
{
WorkingNeuron wn = n as WorkingNeuron;
if (wn != null)
{
foreach (Neuron itIn in layers.ElementAt(l - 1))
{
wn.AddConnection(itIn, 1.0);
}
}
}
}
}
/// <summary>
/// Function for Network Manipulation
/// connect each hidden neuron with each input neuron
/// and each output neuron with each hidden neuron
/// </summary>
public void CreateFullMesh()
{
//Connect each output neuron to each hidden layer neuron
foreach (Neuron itOut in outputLayer)
{
foreach (Neuron itHid in hiddenLayer)
{
((WorkingNeuron)(itOut)).AddConnection(itHid, 1.0);
}
}
//connect each hidden neuron to each input neuron
foreach (Neuron itHid in hiddenLayer)
{
WorkingNeuron wn = itHid as WorkingNeuron;
if (wn != null)
{
foreach (Neuron itIn in inputLayer)
{
wn.AddConnection(itIn, 1.0);
}
}
}
}