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, 14 insertions(+), 9 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index eaea306..05fb261 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -8,22 +8,27 @@
int outputs;
double *weights;
double *biases;
+
double *weight_updates;
double *bias_updates;
- double *output;
- double (* activation)();
- double (* gradient)();
+ double *weight_momentum;
+ double *bias_momentum;
+
+ double *output;
+ double *delta;
+
+ ACTIVATION activation;
+
} connected_layer;
-connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activator);
+connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activation);
-void run_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 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);
-void backpropagate_connected_layer(double *input, connected_layer layer);
-void calculate_update_connected_layer(double *input, connected_layer layer);
#endif
--
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