private NeuralNetworkFactory(ISomaFactory somaFactory, IAxonFactory axonFactory, ISynapseFactory hiddenSynapseFactory, ISynapseFactory inputOutputSynapseFactory, IWeightInitializer biasInitializer)
{
_somaFactory = somaFactory;
_axonFactory = axonFactory;
_hiddenSynapseFactory = hiddenSynapseFactory;
_inputOutputSynapseFactory = inputOutputSynapseFactory;
_biasInitiliazer = biasInitializer;
}
private NeuralNetworkFactory(ISomaFactory somaFactory, IAxonFactory axonFactory, ISynapseFactory hiddenSynapseFactory, ISynapseFactory inputOutputSynapseFactory, IWeightInitializer biasInitializer)
{
_somaFactory = somaFactory;
_axonFactory = axonFactory;
_hiddenSynapseFactory = hiddenSynapseFactory;
_inputOutputSynapseFactory = inputOutputSynapseFactory;
_biasInitiliazer = biasInitializer;
}
public INeuralNetworkFactory BuildBackpropagationNetworkFactory(IWeightInitializer weightInitializer,
ISomaFactory somaFactory,
IActivationFunctionDerivative activationFunctionDerivative,
IActivationFunction inputActivationFunction,
INeuronFactory neuronFactory)
{
var axonFactory = BackpropagationAxonFactory.GetInstance(activationFunctionDerivative);
var hiddenSynapseFactory = DecoratedSynapseFactory.GetInstance(weightInitializer,
AxonFactory.GetInstance(activationFunctionDerivative));
var inputSynapseFactory = DecoratedSynapseFactory.GetInstance(new ConstantWeightInitializer(1.0),
AxonFactory.GetInstance(inputActivationFunction));
var decoratedNeuronFactory = BackpropagationNeuronFactory.GetInstance(neuronFactory);
INeuralNetworkFactory factory = NeuralNetworkFactory.GetInstance(somaFactory, axonFactory,
hiddenSynapseFactory, inputSynapseFactory, weightInitializer, decoratedNeuronFactory);
var backPropNetworkFactory = new BackpropagationNetworkFactoryDecorator(factory);
return(backPropNetworkFactory);
}
public static NeuralNetworkFactory GetInstance(ISomaFactory somaFactory, IAxonFactory axonFactory, ISynapseFactory hiddenSynapseFactory, ISynapseFactory inputOutputSynapseFactory, IWeightInitializer biasInitializer, INeuronFactory neuronFactory)
{
return(new NeuralNetworkFactory(somaFactory, axonFactory, hiddenSynapseFactory, inputOutputSynapseFactory, biasInitializer, neuronFactory));
}
public static NeuralNetworkFactory GetInstance(ISomaFactory somaFactory, IAxonFactory axonFactory, ISynapseFactory hiddenSynapseFactory, ISynapseFactory inputOutputSynapseFactory, IWeightInitializer biasInitializer)
{
return new NeuralNetworkFactory(somaFactory, axonFactory, hiddenSynapseFactory, inputOutputSynapseFactory, biasInitializer);
}