diff --git a/GNNlib/src/layers/temporalconv.jl b/GNNlib/src/layers/temporalconv.jl
index 13198cdee..8cff3f033 100644
--- a/GNNlib/src/layers/temporalconv.jl
+++ b/GNNlib/src/layers/temporalconv.jl
@@ -1,12 +1,3 @@
-####################### TGCN ######################################
-
-function tgcn_conv(l, h, g::GNNGraph, x::AbstractArray)
-    x̃ = l.conv(g, x)
-    h, x̃ = l.gru(h, x̃)
-    return h, x̃
-end
-
-
 function a3tgcn_conv(a3tgcn, g::GNNGraph, x::AbstractArray)
     h = a3tgcn.tgcn(g, x)
     e = a3tgcn.dense1(h)