diff --git a/tests/datasets/FullyConnectedLayerDataset.h b/tests/datasets/FullyConnectedLayerDataset.h
index b2008d6..60183f8 100644
--- a/tests/datasets/FullyConnectedLayerDataset.h
+++ b/tests/datasets/FullyConnectedLayerDataset.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -120,6 +120,8 @@
     SmallFullyConnectedLayerDataset()
     {
         // Conv -> FC
+        add_config(TensorShape(8U, 1U, 1U), TensorShape(8U, 16U), TensorShape(16U), TensorShape(16U));
+        // Conv -> FC
         add_config(TensorShape(1U, 1U, 1U, 3U), TensorShape(1U, 10U), TensorShape(10U), TensorShape(10U, 3U));
         // Conv -> FC
         add_config(TensorShape(9U, 5U, 7U), TensorShape(315U, 271U), TensorShape(271U), TensorShape(271U));