public static Bitmap getMemory(Neiron n)
{
double[,] w = n.weight;
Bitmap b = new Bitmap(w.GetLength(0), w.GetLength(1));
for (int i = 0; i < w.GetLength(0); i++)
{
for (int j = 0; j < w.GetLength(1); j++)
{
Color c;
if (w[i, j] <= 0)
{
c = Color.White;
}
else
{
c = Color.Black;
}
c = Color.FromArgb((int)(255 * w[i, j]), Color.Black);
b.SetPixel(i, j, c);
}
}
return(b);
}
public static Neiron neironCreate(Dictionary <String, Object> o)
{
Neiron res = new Neiron();
res.name = (string)o["name"];
res.countTrain = (int)o["countTrain"];
Object[] weightData = (Object[])o["weight"];
int size = (int)Math.Sqrt(weightData.Length);
res.weight = new double[size, size];
int index = 0;
for (int i = 0; i < res.weight.GetLength(0); i++)
{
for (int j = 0; j < res.weight.GetLength(1); j++)
{
res.weight[i, j] = Double.Parse(weightData[index].ToString());
index++;
}
}
return(res);
}
public Neiron create(String name)
{
Neiron n = new Neiron();
n.clear(name, neironWidth, neironHeight);
this.neirons.Add(n);
return(n);
}
public void setTrain(String trainName, int[,] data)
{
Neiron neiron = getByName(trainName);
if (neiron == null)
{
neiron = create(trainName);
}
int countTrain = neiron.train(data);
MessageBox.Show("Litera - " + neiron.name + " count train = " + countTrain.ToString());
}