MNIST connected network showing off matrices

Joseph Redmon

2014-01-24 ace5aeb0f59fdceb99e607af9780added20da37c

 src/connected_layer.h

@@ -1,21 +1,34 @@
#ifndef CONNECTED_LAYER_H
#define CONNECTED_LAYER_H

#include "activations.h"

typedef struct{
    int inputs;
    int outputs;
    double *weights;
    double *biases;

    double *weight_updates;
    double *bias_updates;

    double *weight_momentum;
    double *bias_momentum;

    double *output;
    double *delta;

    ACTIVATION activation;

} connected_layer;

connected_layer make_connected_layer(int inputs, int outputs);
void run_connected_layer(double *input, connected_layer layer);
void backpropagate_connected_layer(double *input, connected_layer layer);
void calculate_updates_connected_layer(double *input, connected_layer layer);
void update_connected_layer(connected_layer layer, double step);
connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activation);

void forward_connected_layer(connected_layer layer, double *input);
void backward_connected_layer(connected_layer layer, double *input, double *delta);
void learn_connected_layer(connected_layer layer, double *input);
void update_connected_layer(connected_layer layer, double step, double momentum, double decay);


#endif