/// <summary>
/// Initializes a new instance of the <see cref="PerceptronHelper" /> class.
/// </summary>
/// <param name="perceptron">The perceptron.</param>
/// <param name="n">The asynchronous.</param>
/// <param name="m">The command.</param>
public PerceptronHelper(Perceptron perceptron, byte n, byte m)
{
this.perceptron = perceptron;
this.n = n;
this.h = (byte)(n / 2);
this.m = m;
V = this.GenerateMatrix(n, h);
W = this.GenerateMatrix(h, m);
Q = new double[h];
T = new double[m];
G = new double[h];
Y = new double[m];
E = new double[h];
D = new double[m];
}
/// <summary>
/// Buttons the teach click.
/// </summary>
/// <param name="sender">The sender.</param>
/// <param name="e">The <see cref="EventArgs"/> instance containing the event data.</param>
private void ButtonTeachClick(object sender, EventArgs e)
{
var container = this.GetVectorContainer(
PicturesPath.PathToOriginalA,
PicturesPath.PathToOriginalB,
PicturesPath.PathToOriginalC,
new NeuronHelper());
var perceptron = new Perceptron(
double.Parse(textBoxAlpha.Text),
double.Parse(textBoxBeta.Text),
double.Parse(textBoxError.Text),
int.Parse(textBoxTimeout.Text),
container);
helper = new PerceptronHelper(perceptron, 100, 3);
helper.Teach();
textBoxStatistics.Text += @"Network has been teached." + Environment.NewLine;
textBoxStatistics.Text += @"Number of iterations: " + helper.NumberOfIterations + Environment.NewLine;
}