public Dense(int units, IActivation activation, bool useBias = true, IInitialization weightInitializer = null, IInitialization biasInitializer = null)
{
LayerSize = units;
_activation = activation;
_weightInitializer = weightInitializer ?? Initializations.Zero();
_biasInitializer = biasInitializer ?? Initializations.Zero();
_useBias = useBias;
}
public void TestZeroInitialization()
{
var initialization = Initializations.Zero();
var initializedMatrix = initialization.Initialize(2, 2);
var expectedMatrix = Matrix <double> .Build.Dense(2, 2);
Assert.AreEqual(initializedMatrix, expectedMatrix);
}