public ConfigurationFile()
{
// Retrieve instances
annComp = NinjectBinding.GetKernel.Get <AnnBuild>();
backPropComp = NinjectBinding.GetKernel.Get <BackPropagation>();
rPropComp = NinjectBinding.GetKernel.Get <ResilientPropagation>();
}
private void Setup()
{
try
{
// Retrieve instances
annComp = NinjectBinding.GetKernel.Get <AnnBuild>();
config = NinjectBinding.GetKernel.Get <ConfigurationFile>();
learningModeComboBox.Items.Add(Global.LearningDescription[Global.LearningMode.BACK_PROPAGATION]);
learningModeComboBox.Items.Add(Global.LearningDescription[Global.LearningMode.RESILIENT_PROPAGATION]);
transferFunctionComboBox.Items.Add(Global.ActivationDescription[ActivationNeuroMode.HYPERBOLIC_TANGENT]);
transferFunctionComboBox.Items.Add(Global.ActivationDescription[ActivationNeuroMode.IDENTITY]);
transferFunctionComboBox.Items.Add(Global.ActivationDescription[ActivationNeuroMode.SIGMOIDAL]);
transferFunctionComboBox.Items.Add(Global.ActivationDescription[ActivationNeuroMode.STEP]);
initWModeComboBox.Items.Add(Global.SynInitDescription[SynInitMode.NGUYEN_WINDROW]);
initWModeComboBox.Items.Add(Global.SynInitDescription[SynInitMode.FAN_IN]);
initWModeComboBox.Items.Add(Global.SynInitDescription[SynInitMode.NONE]);
initWModeComboBox.Items.Add(Global.SynInitDescription[SynInitMode.POSITIVE_NEGATIVE_RANGE]);
initWModeComboBox.Items.Add(Global.SynInitDescription[SynInitMode.POSITIVE_RANGE]);
initWModeComboBox.Items.Add(Global.SynInitDescription[SynInitMode.ZERO]);
learningModeComboBox.SelectedIndex = 0;
transferFunctionComboBox.SelectedIndex = 0;
initWModeComboBox.SelectedIndex = 0;
inputUnitsNumericUpDown.Value = annComp.InputUnits;
hiddenLayersNumericUpDown.Value = annComp.HiddenLayers;
HiddenUnitsTextBox.Text = string.Empty;
foreach (uint i in annComp.HiddenUnits)
{
HiddenUnitsTextBox.Text += i.ToString() + ';';
}
outputUnitsNumericUpDown.Value = annComp.OutputUnits;
transferFunctionComboBox.SelectedIndex =
transferFunctionComboBox.Items.IndexOf(Global.ActivationDescription[annComp.ActivationNeuroMode]);
initWModeComboBox.SelectedIndex =
initWModeComboBox.Items.IndexOf(Global.SynInitDescription[annComp.SynInitMode]);
learningModeComboBox.SelectedIndex =
learningModeComboBox.Items.IndexOf(Global.LearningDescription[annComp.LearningMode]);
targetErrorNumericUpDown.Value = Convert.ToDecimal(annComp.ErrorTarget);
epochsNumericUpDown.Value = annComp.MaxEpochs;
useBiasCheckBox.Checked = annComp.Bias;
}
catch (Exception e)
{
ExceptionManager.LogAndShowException(e, "Error", logger);
}
}
protected void Setup()
{
// Network
annConfig = NinjectBinding.GetKernel.Get <AnnBuild>();
ann = new Ann();
ann.Build(annConfig);
mse = new List <double>();
outputs = new List <double[][]>();
weights = new List <double>();
logger.InfoFormat("Neural network has been built");
}