NeuronLinear.cpp

#include <boost/serialization/export.hpp>

#include "NeuronLinear.h"
#include "NeuronConstant.h"
#include "NeuronSerialization.h"
#include "NeuronLinearSerialization.h"

BOOST_CLASS_EXPORT_IMPLEMENT(lib4neuro::NeuronLinear);

namespace lib4neuro {
    NeuronLinear::NeuronLinear() {}

    double NeuronLinear::activate(double x,
                                  double b) {
        this->activation_val = x + b;
        return this->activation_val;
    }

    double NeuronLinear::activation_function_eval_derivative_bias(double x,
                                                                  double b) {
        return 1.0;
    }

    double NeuronLinear::activation_function_eval_derivative(double x,
                                                             double b) {
        return 1.0;
    }

    Neuron* NeuronLinear::get_derivative() {
        NeuronConstant* output = new NeuronConstant(1.0);
        return output;
    }

}