diff --git a/README.md b/README.md
index 0baa74d4..10d611f1 100644
--- a/README.md
+++ b/README.md
@@ -30,7 +30,7 @@ Flux has powerful high-level features, and common architectures can be defined i
 
 ```julia
 model = Chain(
-  Dense(768, 128),
+  Dense(768, 128, σ),
   LSTM(128, 256)
   LSTM(256, 128)
   Dense(128, 10),