/// <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; }