public Neural3NetworkCreator(FunctionActivationEnum funcActivationType, int amountInputNeurons, int amountHiddenNeurons, int amountOutputNeurons, double minWeight, double maxWeight)
{
FuncActivationType = funcActivationType;
var funcActivationConverter = new FuncActivationWorker(FuncActivationType);
InputLayer = new Layer(amountInputNeurons);
HiddenLayer = new Layer(FuncActivationType, amountHiddenNeurons);
OutputLayer = new Layer(FuncActivationType, amountOutputNeurons);
MinWeight = minWeight;
MaxWeight = maxWeight;
InputHiddenRelations = CreateRelations(InputLayer, HiddenLayer);
HiddenOutputRelations = CreateRelations(HiddenLayer, OutputLayer);
}
public FuncActivationWorker(FunctionActivationEnum funcActivationType)
{
_funcActivationType = funcActivationType;
}
public Neuron(int number, FunctionActivationEnum functionActivationEnum)
{
Number = number;
_functionActivationEnum = functionActivationEnum;
}
public Layer(FunctionActivationEnum functionActivationEnum, int amountNeurons)
{
_functionActivationEnum = functionActivationEnum;
_neurons = CreateNeurons(amountNeurons);
}
public static int MapFunction(FunctionActivationEnum functionActivationType)
{
return((int)functionActivationType);
}
