Exemplos de Neuron.ApplyTraining em C# (CSharp)

Exemplo n.º 1

Arquivo: BackPropTest.cs Projeto: CreativelyMe/NeuralNetwork-1

        public void TestAccumulatesWeightShift()
        {
            Neuron n31 = new Neuron();

            BiasNeuron bias2 = new BiasNeuron();;
            Neuron     n21   = new Neuron();

            n31.Connect(bias2);
            n31.Connect(n21);

            InputNeuron input = new InputNeuron();
            BiasNeuron  bias1 = new BiasNeuron();

            n21.Connect(bias1);
            n21.Connect(input);

            input.Input = 1;
            n31.SetAnswer(0.9);

            double[] ws  = n31.GetWeightShifts();
            double   acc = ws[1];

            Assert.AreEqual(acc, 0);

            n31.PropagateBackwards();
            ws  = n31.GetWeightShifts();
            acc = ws[1];
            Assert.AreNotEqual(acc, 0);

            n31.ApplyTraining(0, 1);
            ws  = n31.GetWeightShifts();
            acc = ws[1];
            Assert.AreEqual(acc, 0);
        }

Exemplo n.º 2

Arquivo: BackPropTest.cs Projeto: CreativelyMe/NeuralNetwork-1

        public void TestAccumulatesWeightShift()
        {
            Neuron n31 = new Neuron();

            BiasNeuron bias2 = new BiasNeuron(); ;
            Neuron n21 = new Neuron();
            n31.Connect(bias2);
            n31.Connect(n21);

            InputNeuron input = new InputNeuron();
            BiasNeuron bias1 = new BiasNeuron();
            n21.Connect(bias1);
            n21.Connect(input);

            input.Input = 1;
            n31.SetAnswer(0.9);

            double[] ws = n31.GetWeightShifts();
            double acc = ws[1];
            Assert.AreEqual(acc, 0);

            n31.PropagateBackwards();
            ws = n31.GetWeightShifts();
            acc = ws[1];
            Assert.AreNotEqual(acc, 0);

            n31.ApplyTraining(0, 1);
            ws = n31.GetWeightShifts();
            acc = ws[1];
            Assert.AreEqual(acc, 0);
        }