diff --git a/docs/src/models/layers.md b/docs/src/models/layers.md
index 54ce5791..d228cad8 100644
--- a/docs/src/models/layers.md
+++ b/docs/src/models/layers.md
@@ -20,7 +20,11 @@ GlobalMeanPool
 DepthwiseConv
 ConvTranspose
 CrossCor
+SamePad
 flatten
+Flux.Zeros
+Flux.convfilter
+Flux.depthwiseconvfilter
 ```
 
 ## Recurrent Layers