the new models

shamidreza · May 2, 2015 · 82c406b · 82c406b
1 parent 29f9e1b
commit 82c406b
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Showing 4 changed files with 1,244 additions and 204 deletions.
diff --git a/ae_stacked.py b/ae_stacked.py
@@ -157,7 +157,7 @@ def __init__(
             if i == 0:
                 layer_input = self.x
             else:
-                layer_input = self.sigmoid_layers[-1].output
+                layer_input = self.dA_layers[-1].xhid
 
             sigmoid_layer = HiddenLayer(rng=numpy_rng,
                                         input=layer_input,

diff --git a/experiment.py b/experiment.py
@@ -17,7 +17,7 @@
 from utils import *
 
 
-CUR_ACIVATION_FUNCTION = ReLU
+CUR_ACIVATION_FUNCTION = Sigmoid
 
 def ae_all(out_file, hidden_layers_sizes=None,
            corruption_levels=None,