private void computeOutput(MHiddenLayerHeader header, MNeuronStack neuronStack) { foreach (MNeuron x in neuronStack.Stack) { x.Output = ActivationFunctions.computeOutput(header, x); Console.WriteLine("test_output " + x.Output); x.OutputTextBox.Text = x.Output.ToString(); } }
private void computeGlobalInput(MHiddenLayerHeader header, MNeuronStack neuronStack) { var inputFunction = header.InputFunction; foreach (MNeuron x in neuronStack.Stack) { x.GlobalInput = InputFunctions.computeGlobalInput(inputFunction, x); Console.WriteLine("test_input " + x.GlobalInput); Console.WriteLine(inputFunction); } }
private GroupBox generateHiddenLayerHeader(String text, MHiddenLayerHeader hiddenLayerHeader, String tag) { // groupbox var gb = new GroupBox(); gb.Text = text; gb.Anchor = AnchorStyles.Top | AnchorStyles.Left; gb.Dock = DockStyle.Fill; var num = hiddenLayerHeader.Numeric; num.Left = (gb.Width - num.Width) / 2; num.Top = (gb.Height - num.Height) / 2; num.Tag = tag; gb.Controls.Add(num); gb.Controls.Add(hiddenLayerHeader.Button); return(gb); }
static public decimal computeOutput(MHiddenLayerHeader header, MNeuron neuron) { var function = header.ActivationFunction; var gi = neuron.GlobalInput; decimal t = 0; if (function.Equals("Treapta")) { t = treapta(gi, header.Theta); return(t); //t = Decimal.Parse(activationTextBox.Text); } if (function.Equals("Sigmoidala")) { if (header.IsBinary) { decimal o = sigmoidala(gi, header.G, header.Theta); //decimal o = Decimal.Parse(activationTextBox.Text); if (o < 0.5m) { t = 0; } else { t = 1; } return(t); } else { t = sigmoidala(gi, header.G, header.Theta); return(t); } } if (function.Equals("Signum")) { t = signum(gi, header.G, header.Theta); //t = Decimal.Parse(activationTextBox.Text); return(t); } if (function.Equals("TanH")) { if (header.IsBinary) { decimal o = tanH(gi, header.G, header.Theta); //decimal o = Decimal.Parse(activationTextBox.Text); if (o < 0) { t = -1; } else { t = 1; } return(t); } else { t = tanH(gi, header.G, header.Theta); return(t); } } if (function.Equals("Rampa")) { if (header.IsBinary) { decimal o = rampa(gi, header.A, header.Theta); //decimal o = Decimal.Parse(activationTextBox.Text); if (o < 0) { t = -1; } else { t = 1; } return(t); } else { t = rampa(gi, header.A, header.Theta); } } //outputTextBox.Text = t.ToString(); return(-1); }