diff --git a/src/layers/dense.jl b/src/layers/dense.jl
index e69de29b..a36cf1eb 100644
--- a/src/layers/dense.jl
+++ b/src/layers/dense.jl
@@ -0,0 +1,8 @@
+@model type Dense
+  W
+  b
+  x -> W*x + b
+end
+
+Dense(in::Integer, out::Integer; init = randn) =
+  Dense(init(out, in), init(out))