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diff --git a/arm_compute/runtime/NEON/functions/NEThreshold.h b/arm_compute/runtime/NEON/functions/NEThreshold.h
deleted file mode 100644
index 443571f5a0..0000000000
--- a/arm_compute/runtime/NEON/functions/NEThreshold.h
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@@ -1,65 +0,0 @@
-/*
- * Copyright (c) 2016-2021 Arm Limited.
- *
- * SPDX-License-Identifier: MIT
- *
- * Permission is hereby granted, free of charge, to any person obtaining a copy
- * of this software and associated documentation files (the "Software"), to
- * deal in the Software without restriction, including without limitation the
- * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
- * sell copies of the Software, and to permit persons to whom the Software is
- * furnished to do so, subject to the following conditions:
- *
- * The above copyright notice and this permission notice shall be included in all
- * copies or substantial portions of the Software.
- *
- * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
- * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
- * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
- * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
- * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
- * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
- * SOFTWARE.
- */
-#ifndef ARM_COMPUTE_NETHRESHOLD_H
-#define ARM_COMPUTE_NETHRESHOLD_H
-
-#include "arm_compute/core/KernelDescriptors.h"
-#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/NEON/INESimpleFunctionNoBorder.h"
-
-#include <cstdint>
-
-namespace arm_compute
-{
-// Forward declarations
-class ITensor;
-class ITensorInfo;
-
-/** Basic function to run @ref NEThresholdKernel
- *
- * @deprecated This function is deprecated and is intended to be removed in 21.05 release
- *
-*/
-class NEThreshold : public INESimpleFunctionNoBorder
-{
-public:
-    /** Initialise the function's source, destination, thresholds and threshold type
-     *
-     * @param[in]  input  First tensor input. Data type supported: U8.
-     * @param[out] output Output tensor. Data type supported: U8.
-     * @param[in]  info   Threshold descriptor
-     */
-    void configure(const ITensor *input, ITensor *output, const ThresholdKernelInfo &info);
-    /** Static function to check if given info will lead to a valid configuration of @ref NEThreshold
-     *
-     * @param[in] input  First tensor input. Data type supported: U8.
-     * @param[in] output Output tensor. Data type supported: U8.
-     * @param[in] info   Threshold descriptor.
-     *
-     * @return A status, containing an error code in case of failure
-     */
-    static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ThresholdKernelInfo &info);
-};
-} // namespace arm_compute
-#endif /*ARM_COMPUTE_NETHRESHOLD_H */