private void button_Koh_Click(object sender, EventArgs e)
{
gr.Clear(BackColor);
for (int i = 0; i < knet.HiddenLayers.Count; i++)
{
for (int j = 0; j < knet.HiddenLayers[i].neurons.Count; j++)
{
VectorRGB s = new VectorRGB(
knet.HiddenLayers[i].neurons[j].inLinks[0].w,
knet.HiddenLayers[i].neurons[j].inLinks[1].w,
knet.HiddenLayers[i].neurons[j].inLinks[2].w
);
gr.DrawEllipse(new Pen(s.ToColor(), 10), 20 * (i + 1), 50 * (j + 1), 20, 20);
neuroPoint.Add(new Point(20 * (i + 1), 50 * (j + 1) + 10));
}
}
double koefKoh = 1.3, addingKoef = 0.1;
for (int i = 0; i < vectors.Count; i++)
{
knet.InputLayer.neurons[0].imp = vectors[i].r / 255d;
knet.InputLayer.neurons[1].imp = vectors[i].g / 255d;
knet.InputLayer.neurons[2].imp = vectors[i].b / 255d;
knet.RunIteration();
int winneri = 0, winnerj = 0;
var b = knet.Study(koefKoh, out winneri, out winnerj, addingKoef);
if (b)
{
pictureBox_NeuroShedule.Image = PointNeuron.Draw(knet, pictureBox_NeuroShedule.Width, pictureBox_NeuroShedule.Height, out listPointNeuron);
}
//gr.DrawRectangle(new Pen(vectors[i].ToColor(), 10), (float)(pictureBox_NeuroWorking.Width * i / vectors.Count), neuroPoint[neunum].Y, 10, 10);
knet.ClearImps();
}
//!
textBoxInfo.Text = "";
for (int i = 0; i < knet.HiddenLayers[0].neurons.Count; i++)
{
for (int j = 0; j < knet.HiddenLayers[0].neurons[i].inLinks.Count; j++)
{
textBoxInfo.Text += "hl" + i + "," + j + ": " + knet.HiddenLayers[0].neurons[i].inLinks[j].w + Environment.NewLine;
}
textBoxInfo.Text += Environment.NewLine;
}
pictureBox_NeuroWorking.Image = bitmap;
}
public DrawingForm()
{
InitializeComponent();
bitmap = new Bitmap(pictureBox_NeuroWorking.Width, pictureBox_NeuroWorking.Height);
gr = Graphics.FromImage(bitmap);
net = new StandartNet(2, 6, 4, 1);
knet = new KochonenNet(3, 4);
//pictureBox_NeuroShedule.Image = DrawNeuronet(pictureBox_NeuroShedule.Width, pictureBox_NeuroShedule.Height);
pictureBox_NeuroShedule.Image = PointNeuron.Draw(net, pictureBox_NeuroShedule.Width, pictureBox_NeuroShedule.Height, out listPointNeuron);
net.ClearImps();
}
private void button_Load_Click(object sender, EventArgs e)
{
net.LoadXml(localpath);
pictureBox_NeuroShedule.Image = PointNeuron.Draw(net, pictureBox_NeuroShedule.Width, pictureBox_NeuroShedule.Height, out listPointNeuron);
}
