diff --git a/src/backends/neon/workloads/NeonDepthToSpaceWorkload.hpp b/src/backends/neon/workloads/NeonDepthToSpaceWorkload.hpp
new file mode 100644
index 0000000..95b5e44
--- /dev/null
+++ b/src/backends/neon/workloads/NeonDepthToSpaceWorkload.hpp
@@ -0,0 +1,31 @@
+//
+// Copyright © 2019 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <armnn/Descriptors.hpp>
+
+#include <backendsCommon/Workload.hpp>
+
+#include <arm_compute/runtime/NEON/functions/NEDepthToSpaceLayer.h>
+
+namespace armnn
+{
+
+arm_compute::Status NeonDepthToSpaceWorkloadValidate(const TensorInfo& input,
+                                                     const TensorInfo& output,
+                                                     const DepthToSpaceDescriptor& descriptor);
+
+class NeonDepthToSpaceWorkload : public BaseWorkload<DepthToSpaceQueueDescriptor>
+{
+public:
+    NeonDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor& descriptor, const WorkloadInfo& info);
+    void Execute() const override;
+
+private:
+    mutable arm_compute::NEDepthToSpaceLayer m_Layer;
+};
+
+} // namespace armnn