private void CreateLayers(int[] shape)
{
foreach (int layerSize in shape)
{
if (Layers.Count > 0)
{
NeuronLayer lastLayer = Layers.Last();
NeuronLayer newLayer = new NeuronLayer(layerSize, _rnd);
lastLayer.RigtLayer = newLayer;
newLayer.LeftLayer = lastLayer;
Layers.Add(newLayer);
}
else
{
Layers.Add(new NeuronLayer(layerSize, _rnd));
}
}
}
public void SetInputLayer(double[] inputArray)
{
//comment for simple input
//inputArray = AddSinSquareInput(inputArray);
if (InputLayer == null)
{
InputLayer = new NeuronLayer(inputArray.Length, _rnd)
{
RigtLayer = Layers.First()
};
Layers.First().LeftLayer = InputLayer;
ConnectInputLayer();
}
for (int i = 0; i < inputArray.Length; i++)
{
InputLayer.Neurons[i].Output = inputArray[i];
}
}