public virtual double CalculateValue()
{
return(Value = NeuralNetwork.SigmoidFunction(InputSynapses.Sum(a => a.Weight * a.InputNeuron.Value) + Bias));
}
public virtual double CalculateDerivative()
{
return(NeuralNetwork.SigmoidDerivative(Value));
}
public Neuron()
{
InputSynapses = new List <Synapse>();
OutputSynapses = new List <Synapse>();
Bias = NeuralNetwork.NextRandom();
}