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| #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;
|
| double (* activation)();
| double (* gradient)();
| } connected_layer;
|
| connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activator);
|
| 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
|
|
