public static ushort EnCodeIConduction(IConduction conduction)
{
return(conduction switch
{
Sigmoind _ => 1,
ReLU _ => 2,
SoftReLU _ => 3,
Straight _ => 4,
SoftMax _ => 5,
_ => throw new ArgumentException(
nameof(conduction), $"this type of IConduction is not registered. {conduction}"),
});
protected override NeuralNetworkImage[] BrainInitializer()
{
var relu = new SoftReLU();
var init = new NeuralNetworkInitializer()
.SetInputSize(20);
for (int i = 1; i < LAYER_COUBNT - 1; i++)
{
init.AddLayer(relu, LAYER_COUBNT + 40 - (i + 1));
}
init.AddLayer(new Sigmoind(), 40)
.SetCorrection(new Errorest())
.SetDataConvertor(new DataRange(128, -128), new DataRange(255, 0));
return(new NeuralNetworkImage[] { (NeuralNetworkImage)init.Image() });
}
