activation_layer.h

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#pragma once
#ifndef ACTIVATION_LAYER_H 
#define ACTIVATION_LAYER_H
 
#include <iostream>
#include <eigen3/Eigen/Dense>
#include "layer.h"
#include "../activation.h"
 
namespace Neural
{
    class Activation_Layer : public Layer
    {
 
        public:
            Activation_Layer();
            Activation_Layer(Activation *a);
            ~Activation_Layer();
 
            virtual Eigen::MatrixXd Forward_propagation(Eigen::MatrixXd input_data);
            virtual Eigen::MatrixXd Backward_propagation(Eigen::MatrixXd output_error, float learning_rate);
            virtual Json::Value toJSON();
            
            Activation *p_activation;
 
    };
}
#endif