static void Main(string[] args)
{
//Test();
const int N = 8;
var hopfield = new Hopfield(N);
var letters = new Letters(N);
foreach (var letter in letters)
{
Letters.Print(letter);
}
var noiseLevels = new[] { 5, 30, 31, 32, 33, 50 };
foreach (var letter in letters)
{
Letters.Print(letter, "Original=");
hopfield.Train(letter);
foreach (var noise in noiseLevels)
{
var noised = letters.Noise(letter, noise);
//Letters.Print(noised, $"Noised ({noise})");
var recovered = hopfield.Recognise(noised);
//Letters.Print(recovered, $"Recovered ({noise})");
Letters.Print(noised, $"Noised ({noise})", recovered, $"Recovered ({noise})");
}
}
}
static void Test()
{
Vector <float> u = Vector <float> .Build.DenseOfArray(new float[] { 1, 0, 1, 0 });
Letters.Print(u);
Hopfield hopfield = new Hopfield(4);
hopfield.Train(u);
Vector <float> u2 = Vector <float> .Build.DenseOfArray(new float[] { 1, 1, 1, 0 });
Letters.Print(u2);
var u2fixed = hopfield.Recognise(u2);
Letters.Print(u2fixed);
}