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| #ifndef CONNECTED_LAYER_H
| #define CONNECTED_LAYER_H
|
| #include "activations.h"
|
| typedef struct{
| int batch;
| int inputs;
| int outputs;
| float *weights;
| float *biases;
|
| float *weight_updates;
| float *bias_updates;
|
| float *weight_adapt;
| float *bias_adapt;
|
| float *weight_momentum;
| float *bias_momentum;
|
| float *output;
| float *delta;
|
| ACTIVATION activation;
|
| } connected_layer;
|
| connected_layer *make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation);
|
| void forward_connected_layer(connected_layer layer, float *input);
| void backward_connected_layer(connected_layer layer, float *input, float *delta);
| void learn_connected_layer(connected_layer layer, float *input);
| void update_connected_layer(connected_layer layer, float step, float momentum, float decay);
|
|
| #endif
|
|
