/
Layer.cs
61 lines (52 loc) · 1.37 KB
/
Layer.cs
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using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
namespace NN
{
class Layer
{
private double temperature = 0.0;
private double threshold = 0.0;
private List<Neuron> neurons = new List<Neuron>();
public List<Neuron> Neurons
{
get { return neurons; }
}
public Layer(int id, NetFileData data)
{
Id = id;
for (int i = 0; i < data.GetLayerSize(id); i++ )
{
neurons.Add(new Neuron(i));
}
neurons.Add(new BiasNode());
}
public int Id
{
get;
private set;
}
public virtual void Calculate()
{
foreach (Neuron n in neurons)
{
n.Calculate();
}
}
public void SetWeights(List<Neuron> previousLayer, NetFileData data)
{
for(int i=0; i < neurons.Count; i++)
{
if (!(neurons[i] is BiasNode))
{
for (int prev = 0; prev < previousLayer.Count; prev++)
{
double weight = data.GetWeights(Id, i, prev);
neurons[i].AddLink(weight, previousLayer[prev]);
}
}
}
}
}
}