public void NeuronUpdateWeights()
{
double learningRate = 0.3;
double delta = -0.3;
int InputCount = 3;
double outputValue = 0;
double outputAfterUpdate = 0;
IActivationFunction ActivationSigmoid = new SigmoidFunction();
Neuron ActNeuron = new ActivationNeuron(InputCount, ActivationSigmoid);
ActNeuron.FeedForward(InputValues);
outputValue = ActNeuron.Compute();
Assert.True(outputValue != 0);
ActNeuron.UpdateWeight(learningRate, delta);
outputAfterUpdate = ActNeuron.Compute();
Assert.NotEqual(outputValue, outputAfterUpdate);
}
