public void TestNextLayerReferenceIsCorrect()
{
InputLayer il = new InputLayer(3);
WeightedLayer wl = new WeightedLayer(5, new UnipolarSigmoidActivation(), true);
il.ConnectTo(wl);
Assert.AreEqual(wl.NeuronCount, il.Next.NeuronCount);
}
public void TestRandomizeLeavesNoZerosInBias()
{
InputLayer il = new InputLayer(3);
WeightedLayer wl = new WeightedLayer(5, new UnipolarSigmoidActivation(), true);
il.ConnectTo(wl);
wl.RandomizeWeights();
Assert.IsTrue(wl.BiasWeights.Enumerate().All(x => x != 0.0));
}