NeuronBinary.cpp

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

#include "NeuronBinary.h"

Neuron* NeuronBinary::get_copy( ){
    NeuronBinary* output = new NeuronBinary( this->activation_function_parameters[0] );

    return output;
}

NeuronBinary::NeuronBinary(double threshold) {

    this->n_activation_function_parameters = 2;
    this->activation_function_parameters = new double[1];
    this->activation_function_parameters[0] = threshold;

    this->edges_in = new std::vector<Connection*>(0);
    this->edges_out = new std::vector<Connection*>(0);
}

void NeuronBinary::activate( ) {

    double x = this->potential;
    double threshold = this->activation_function_parameters[0];

    if(x >= threshold){
        this->state = 1.0;
    }
    else{
        this->state = 0.0;
    }
}