Fixed punctuation, fixed #2166

theano/tensor/nnet/neighbours.py

@@ -523,12 +523,12 @@ def neibs2images(neibs, neib_shape, original_shape, mode='valid'):
        `neib_step` different from default value. This means that it may be
        impossible to compute the gradient of a variable gained by 
        :func:`images2neibs <theano.sandbox.neigbours.neibs2images>` w.r.t. 
-       its inputs in this case because it uses 
+       its inputs in this case, because it uses 
        :func:`images2neibs <theano.sandbox.neigbours.neibs2images>` for 
        gradient computation.
     
 
-    Example which uses a tensor gained in example for
+    Example, which uses a tensor gained in example for
     :func:`images2neibs <theano.sandbox.neigbours.neibs2images>`:
 
     .. code-block:: python