diff --git a/src/mlpack/tests/CMakeLists.txt b/src/mlpack/tests/CMakeLists.txt
index afd2b2c59f..8ac87de4ad 100644
--- a/src/mlpack/tests/CMakeLists.txt
+++ b/src/mlpack/tests/CMakeLists.txt
@@ -201,6 +201,7 @@ set(parallel_tests
   "SVDBatchTest;"
   "LocalCoordinateCodingTest;"
   "FeedForwardNetworkTest;"
+  "RecurrentNetworkTest;"
   "SparseAutoencoderTest;"
   "GMMTest;"
   "CFTest;"