public void Build(int inputsCount,
int[] hiddenLayersSpec,
int outputsCount,
ActivationFunction activationFunction,
double maximumAbsoluteWeight)
{
layers = new List<ILayer>();
inputLayer = new InputLayer();
for (int i = 0; i < inputsCount; i++)
inputLayer.AddNeuron(new Neuron());
isBipolar = activationFunction == Neuron.BipolarActivationFunction;
layers.Add((Layer)inputLayer);
if (hiddenLayersSpec != null)
for (int i = 0; i < hiddenLayersSpec.Length; i++)
{
ILayer layer = new Layer();
for (int j = 0; j < hiddenLayersSpec[i]; j++)
{
layer.AddNeuron(new Neuron(activationFunction));
}
layers.Add(layer);
}
outputLayer = new Layer();
for (int i = 0; i < outputsCount; i++)
{
outputLayer.AddNeuron(new Neuron(activationFunction));
}
layers.Add(outputLayer);
ConnectLayers(maximumAbsoluteWeight);
}
