public NeuralNetwork(NeuralNetworkSettings settings)
{
Guard.NotNull(settings, nameof(settings));
this.settings = settings;
layerInputs = NeuralNetworkArrayFactory.CreateLayers(Layers);
layerOutputs = NeuralNetworkArrayFactory.CreateLayers(Layers);
deltas = NeuralNetworkArrayFactory.CreateLayers(Layers);
synapses = NeuralNetworkArrayFactory.CreateSynapses(Layers);
}
public static void Main(string[] _)
{
var sigmoid = new SigmoidActivationFunction();
var settings = new NeuralNetworkSettings(0.1, new[] {
new NeuralNetworkLayerSettings(2, new LinearActivationFunction()),
new NeuralNetworkLayerSettings(5, sigmoid),
new NeuralNetworkLayerSettings(1, sigmoid)
});
var network = new NeuralNetwork(settings);
for (var i = 0; i < 500000; ++i)
{
Train(network);
}
Test(network, true, false);
Test(network, false, false);
Test(network, true, true);
Test(network, false, true);
}
