/// <summary>
/// created input Layer in Network
/// </summary>
private void CreateInputLayer()
{
var inputNeurons = new List <Neyron>();
for (int i = 0; i < Topology.InputNetworkCount; ++i)
{
inputNeurons.Add(new Neyron(1, NeuronType.Input));
}
var inputLayer = new LayerNeyrons(inputNeurons, NeuronType.Input);
Layers.Add(inputLayer);
}
/// <summary>
/// created output layer in network
/// </summary>
private void CreateOutputLayer()
{
var outputNeurons = new List <Neyron>();
var lastLayer = Layers.Last();
for (int i = 0; i < Topology.OutputNetworkCount; ++i)
{
outputNeurons.Add(new Neyron(lastLayer.CountNeurons, NeuronType.Output));
}
var outputLayer = new LayerNeyrons(outputNeurons, NeuronType.Output);
Layers.Add(outputLayer);
}
/// <summary>
/// created hidden layers with counted neyrons
/// </summary>
private void CreateHiddenLayers()
{
for (int j = 0; j < Topology.HiddenLayersCount.Count; ++j)
{
var hiddenNeurons = new List <Neyron>();
var lastLayer = Layers.Last();
for (int i = 0; i < Topology.HiddenLayersCount[j]; i++)
{
hiddenNeurons.Add(new Neyron(lastLayer.CountNeurons));
}
var hiddenLayer = new LayerNeyrons(hiddenNeurons);
Layers.Add(hiddenLayer);
}
}
