diff --git a/unsupported/Eigen/CXX11/src/Tensor/README.md b/unsupported/Eigen/CXX11/src/Tensor/README.md
index fbb7f3bfc..38cdb9c69 100644
--- a/unsupported/Eigen/CXX11/src/Tensor/README.md
+++ b/unsupported/Eigen/CXX11/src/Tensor/README.md
@@ -75,16 +75,16 @@ large enough to hold all the data.
 
     // Map a tensor of ints on top of stack-allocated storage.
     int storage[128];  // 2 x 4 x 2 x 8 = 128
-    TensorMap<int, 4> t_4d(storage, 2, 4, 2, 8);
+    TensorMap<Tensor<int, 4>> t_4d(storage, 2, 4, 2, 8);
 
     // The same storage can be viewed as a different tensor.
     // You can also pass the sizes as an array.
-    TensorMap<int, 2> t_2d(storage, 16, 8);
+    TensorMap<Tensor<int, 2>> t_2d(storage, 16, 8);
 
     // You can also map fixed-size tensors.  Here we get a 1d view of
     // the 2d fixed-size tensor.
     Tensor<float, Sizes<4, 5>> t_4x3;
-    TensorMap<float, 1> t_12(t_4x3, 12);
+    TensorMap<Tensor<float, 1>> t_12(t_4x3, 12);
 
 
 #### Class TensorRef