public void Setup()
{
_net = new List <Neuron>()
{
new Neuron(),
new Neuron(),
new Neuron(),
new Neuron(),
};
_nA = _net[0];
_nB = _net[1];
_nHidden = _net[2];
_nOutput = _net[3];
_nA.Connect(_nHidden, 1);
_nB.Connect(_nHidden, 1);
_nHidden.Connect(_nOutput, 1);
_nHidden.ActivationFunction = CommonActivations.BinaryThreshold(2);
}
public void Rectifier_should_not_go_negative()
{
var result = CommonActivations.Rectifier(-4);
Assert.AreEqual(result, 0);
}
public void Rectifier_should_return_positive_value()
{
var result = CommonActivations.Rectifier(4);
Assert.AreEqual(result, 4);
}
