public NetworkBuilder SetupUnorthodoxStructure()
{
_hasUnorthodox = true;
_inputUnorthodoxUnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.InputUnit);
InputUnorthodox = CreateUnit(_inputUnorthodoxUnitActivationTrainingFake);
InputUnorthodox.UnitActivation.Properties.Name = "InputUnorthodox";
InputUnorthodoxActivation = 0.5d;
InputUnorthodoxToOutput1 = CreateConnection(InputUnorthodox, Output1);
InputUnorthodoxToOutput1.Properties.Name = "InputUnorthodoxToOutput1";
InputUnorthodoxToOutput1.Properties.Weight = 0.432d;
InputUnorthodoxToHidden1 = CreateConnection(InputUnorthodox, Hidden1);
InputUnorthodoxToHidden1.Properties.Name = "InputUnorthodoxToHidden1";
InputUnorthodoxToHidden1.Properties.Weight = 0.21d;
return(this);
}
public NetworkBuilder Setup()
{
_input1UnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.InputUnit)
{
IsInput = true
};
Input1 = CreateUnit(_input1UnitActivationTrainingFake);
Input1.UnitActivation.Properties.Name = "Input1";
_input2UnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.InputUnit)
{
IsInput = true
};
Input2 = CreateUnit(_input2UnitActivationTrainingFake);
Input2.UnitActivation.Properties.Name = "Input2";
_hidden1UnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.NormalUnit);
Hidden1 = CreateUnit(_hidden1UnitActivationTrainingFake);
Hidden1.UnitActivation.Properties.Name = "Hidden1";
_hidden2UnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.NormalUnit);
Hidden2 = CreateUnit(_hidden2UnitActivationTrainingFake);
Hidden2.UnitActivation.Properties.Name = "Hidden2";
_output1UnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.NormalUnit);
Output1 = CreateUnit(_output1UnitActivationTrainingFake);
Output1.UnitActivation.Properties.Name = "Output1";
_output2UnitActivationTrainingFake = new UnitActivationTrainingFake(UnitType.NormalUnit);
Output2 = CreateUnit(_output2UnitActivationTrainingFake);
Output2.UnitActivation.Properties.Name = "Output2";
ConnectionInput1Hidden1 = CreateConnection(Input1, Hidden1);
ConnectionInput1Hidden1.Properties.Name = "ConnectionInput1Hidden1";
ConnectionInput1Hidden2 = CreateConnection(Input1, Hidden2);
ConnectionInput1Hidden1.Properties.Name = "ConnectionInput1Hidden2";
ConnectionInput2Hidden1 = CreateConnection(Input2, Hidden1);
ConnectionInput1Hidden1.Properties.Name = "ConnectionInput2Hidden1";
ConnectionInput2Hidden2 = CreateConnection(Input2, Hidden2);
ConnectionInput1Hidden1.Properties.Name = "ConnectionInput2Hidden2";
ConnectionHidden1Output1 = CreateConnection(Hidden1, Output1);
ConnectionInput1Hidden1.Properties.Name = "ConnectionHidden1Output1";
ConnectionHidden1Output2 = CreateConnection(Hidden1, Output2);
ConnectionInput1Hidden1.Properties.Name = "ConnectionHidden1Output2";
ConnectionHidden2Output1 = CreateConnection(Hidden2, Output1);
ConnectionInput1Hidden1.Properties.Name = "ConnectionHidden2Output1";
ConnectionHidden2Output2 = CreateConnection(Hidden2, Output2);
ConnectionInput1Hidden1.Properties.Name = "ConnectionHidden2Output2";
Output1Activation = 0.9d;
Output2Activation = 0.7d;
Hidden1Activation = 1.2d;
Hidden2Activation = 1.4d;
Input1Activation = 0.2d;
Input2Activation = 0.3d;
Input1.UnitActivation.Properties.NetInput = Input1Activation;
Input2.UnitActivation.Properties.NetInput = Input2Activation;
ConnectionInput1Hidden1.Properties.Weight = 0.1;
ConnectionInput1Hidden2.Properties.Weight = 0.2;
ConnectionInput2Hidden1.Properties.Weight = 0.3;
ConnectionInput2Hidden2.Properties.Weight = 0.4;
ConnectionHidden1Output1.Properties.Weight = 0.5;
ConnectionHidden1Output2.Properties.Weight = 0.6;
ConnectionHidden2Output1.Properties.Weight = 0.7;
ConnectionHidden2Output2.Properties.Weight = 0.8;
Output1Error = 1.7d;
Output2Error = 1.6d;
Hidden1Error = 1.2d;
Hidden2Error = 1.3d;
Output1Derivative = 2d;
Output2Derivative = 3d;
Hidden1Derivative = 0.6d;
Hidden2Derivative = 0.7d;
return(this);
}
private static ITraversableUnit <IUnitUnderTraining, IConnectionUnderTraining, IUnitActivationTraining> CreateUnit(UnitActivationTrainingFake unitActivationTraining)
{
return(TraversableUnit <IUnitUnderTraining, IConnectionUnderTraining, IUnitActivationTraining> .CreateUnit <UnitUnderTraining, UnitActivationTrainingFake>(unitActivationTraining));
}