public override double fireNeuron(List<NeuronPort> inputs, NeuronPort bias)
{
double sum = 0;
foreach (NeuronPort input in inputs)
{
sum += 1 / (1 + Math.Exp(input.weightedReading * -1));
}
//sum += 1 / (1 + Math.Exp(bias.weightedReading *-1));
return sum;
}
public override double fireNeuronDerivative(List<NeuronPort> inputs, NeuronPort bias)
{
double sum = 0;
foreach (NeuronPort input in inputs)
{
double s = Sigmoid(input.weightedReading);
sum += (s * (1 -s));
}
//sum += 1 / (1 + Math.Exp(bias.weightedReading *-1));
return sum;
}
public override double fireNeuron(List<NeuronPort> inputs, NeuronPort bias)
{
double sum = 0;
foreach (NeuronPort input in inputs)
{
sum += input.weightedReading;
}
sum += bias.weightedReading;
return sum;
}
//Start of Methods
public override double fireNeuron(List<NeuronPort> inputs, NeuronPort bias)
{
double sum = 0;
foreach (NeuronPort input in inputs)
{
sum += input.weightedReading;
}
sum += offset;
if (sum > 0)
{
return 1;
}
else
{
return 0;
}
}
public void addnewOuput(string label, double weight, double reading)
{
this.output = new NeuronPort(weight, reading, label);
}
public virtual double fireNeuronDerivative(List<NeuronPort> inputs, NeuronPort bias)
{
throw new NotImplementedException();
}
public virtual double fireNeuron(List<NeuronPort> neuronInputs, NeuronPort bias)
{
throw new NotImplementedException();
}
