private void CreateInpLayer()
{
var inputNeurons = new List <OneNeuron>();
for (var i = 0; i < Topology.InputCount; i++)
{
var neuron = new OneNeuron(1, NeuronType.Input);
inputNeurons.Add(neuron);
}
var inpLayer = new NLayer(inputNeurons, NeuronType.Input);
Layers.Add(inpLayer);
}
private void CreateOutLayer()
{
var outputNeurons = new List <OneNeuron>();
var lastLayer = Layers.Last();
for (var i = 0; i < Topology.OutputCount; i++)
{
var neuron = new OneNeuron(lastLayer.Count, NeuronType.Output);
outputNeurons.Add(neuron);
}
var outpLayer = new NLayer(outputNeurons, NeuronType.Output);
Layers.Add(outpLayer);
}
private void CreateHidLayers()
{
for (var j = 0; j < Topology.HiddenLayers.Count; j++)
{
var hiddenNeurons = new List <OneNeuron>();
var lastLayer = Layers.Last();
for (var i = 0; i < Topology.HiddenLayers[j]; i++)
{
var neuron = new OneNeuron(lastLayer.Count);
hiddenNeurons.Add(neuron);
}
var hiddenLayer = new NLayer(hiddenNeurons);
Layers.Add(hiddenLayer);
}
}