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diff --git a/src/backends/reference/workloads/FullyConnected.hpp b/src/backends/reference/workloads/FullyConnected.hpp
new file mode 100644
index 0000000000..623259f8f8
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+++ b/src/backends/reference/workloads/FullyConnected.hpp
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <armnn/Tensor.hpp>
+
+namespace armnn
+{
+
+/// Performs a matrix multiplication and optionally adds a bias.
+void FullyConnected(const float*      inputData,
+                    float*            outputData,
+                    const TensorInfo& inputTensorInfo,
+                    const TensorInfo& outputTensorInfo,
+                    const float*      weightData,
+                    const float*      biasData,
+                    bool              transposeWeights);
+
+} //namespace armnn