src/brain/neuron.cpp


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#include "brain/neuron.h"
#include <cmath>

Neuron::Neuron(int id)
    :NeuralNode('n', id)
{
}

double Neuron::sigmoid(double input) const
{
    double slope = 4.924273;
    double constant = 2.4621365;
    return (1/(1+(std::exp(-(slope*input)))));
}

double Neuron::activation() const
{
    double activationSum = 0;
    for (auto link : _inputLinks)
    {
	activationSum += link->weightedActivation();
    }
    return sigmoid(activationSum);
}

void Neuron::addInput(std::shared_ptr<NeuralLink> link)
{
    _inputLinks.push_back(link);
}