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(NeuronLinear);


NeuronLinear::NeuronLinear( ) {}

double NeuronLinear::activate( double x, double b ) {

    return  x + b;
}

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;
}