public NNLayer(string str, NNLayer pPrev /* =NULL */)
{
label = str;
m_pPrevLayer = pPrev;
m_sigmoid = new SigmoidFunction();
m_Weights = new NNWeightList();
m_Neurons = new NNNeuronList();
}
bool m_bFloatingPointWarning; // flag for one-time warning (per layer) about potential floating point overflow
public NNLayer()
{
label = "";
m_pPrevLayer = null;
m_sigmoid = new SigmoidFunction();
m_Weights = new NNWeightList();
m_Neurons = new NNNeuronList();
Initialize();
}
virtual public void Serialize(Archive ar)
{
int ii, jj;
if (ar.IsStoring())
{
// TODO: add storing code here
// TODO: add storing code here
ar.Write(label);
//ar.WriteString(_T("\r\n")); // ar.ReadString will look for \r\n when loading from the archive
ar.Write(m_Neurons.Count);
ar.Write(m_Weights.Count);
foreach (NNNeuron nit in m_Neurons)
{
ar.Write(nit.label);
ar.Write(nit.m_Connections.Count);
foreach (NNConnection cit in nit.m_Connections)
{
ar.Write(cit.NeuronIndex);
ar.Write(cit.WeightIndex);
}
}
foreach (NNWeight wit in m_Weights)
{
ar.Write(wit.label);
ar.Write(wit.value);
}
}
else
{
// TODO: add loading code here
string str;
//Read Layter's label
ar.Read(out str);
label = str;
int iNumNeurons, iNumWeights, iNumConnections;
double value;
NNNeuron pNeuron;
NNWeight pWeight;
//Read No of Neuron, Weight
ar.Read(out iNumNeurons);
ar.Read(out iNumWeights);
if (iNumNeurons != 0)
{
//clear neuron list and weight list.
m_Neurons.Clear();
m_Neurons = new NNNeuronList(iNumNeurons);
m_Weights.Clear();
m_Weights = new NNWeightList(iNumWeights);
for (ii = 0; ii < iNumNeurons; ii++)
{
//ar.Read Neuron's label
ar.Read(out str);
//Read Neuron's Connection number
ar.Read(out iNumConnections);
pNeuron = new NNNeuron(str, iNumConnections);
pNeuron.label = str;
m_Neurons.Add(pNeuron);
for (jj = 0; jj < iNumConnections; jj++)
{
var conn = new NNConnection();
ar.Read(out conn.NeuronIndex);
ar.Read(out conn.WeightIndex);
pNeuron.AddConnection(conn);
}
}
for (jj = 0; jj < iNumWeights; jj++)
{
ar.Read(out str);
ar.Read(out value);
pWeight = new NNWeight(str, value);
m_Weights.Add(pWeight);
}
}
}
}