From ace5aeb0f59fdceb99e607af9780added20da37c Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Fri, 24 Jan 2014 22:51:17 +0000
Subject: [PATCH] MNIST connected network showing off matrices
---
src/connected_layer.h | 23 ++++++++++++++++++-----
1 files changed, 18 insertions(+), 5 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index e403b0f..05fb261 100644
--- a/src/connected_layer.h
+++ b/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
--
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