From 9b1774bd39d65614cdbd2d4e3815086298008911 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Wed, 06 Nov 2013 18:37:37 +0000
Subject: [PATCH] Connected layers work forward and backward!
---
src/connected_layer.h | 14 +++++++++++---
1 files changed, 11 insertions(+), 3 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index e403b0f..4f0e42c 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -1,6 +1,8 @@
#ifndef CONNECTED_LAYER_H
#define CONNECTED_LAYER_H
+#include "activations.h"
+
typedef struct{
int inputs;
int outputs;
@@ -9,13 +11,19 @@
double *weight_updates;
double *bias_updates;
double *output;
+
+ double (* activation)();
+ double (* gradient)();
} connected_layer;
-connected_layer make_connected_layer(int inputs, int outputs);
+connected_layer make_connected_layer(int inputs, int outputs, ACTIVATOR_TYPE activator);
+
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 learn_connected_layer(double *input, connected_layer layer);
void update_connected_layer(connected_layer layer, double step);
+void backpropagate_connected_layer(double *input, connected_layer layer);
+void calculate_update_connected_layer(double *input, connected_layer layer);
+
#endif
--
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