NeuronLinear.cpp

//
// Created by fluffymoo on 11.6.18.
//

#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;
    }

}