diff --git a/README.md b/README.md
index 03608ab..f0dc278 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ specified and initialised with random weights in a few lines of code with
 type MNIST
   = Network
     '[ Convolution 1 10 5 5 1 1, Pooling 2 2 2 2, Relu
-     , Convolution 10 16 5 5 1 1, Pooling 2 2 2 2, FlattenLayer, Relu
+     , Convolution 10 16 5 5 1 1, Pooling 2 2 2 2, Reshape, Relu
      , FullyConnected 256 80, Logit, FullyConnected 80 10, Logit]
     '[ 'D2 28 28, 'D3 24 24 10, 'D3 12 12 10, 'D3 12 12 10
      , 'D3 8 8 16, 'D3 4 4 16, 'D1 256, 'D1 256