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diff --git a/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h b/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h
deleted file mode 100644
index f943744ba0..0000000000
--- a/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h
+++ /dev/null
@@ -1,91 +0,0 @@
-/*
- * Copyright (c) 2019-2020 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_NEBATCHCONCATENATEKERNEL_H
-#define ARM_COMPUTE_NEBATCHCONCATENATEKERNEL_H
-
-#include "arm_compute/core/NEON/INEKernel.h"
-
-namespace arm_compute
-{
-// Forward declarations
-class ITensor;
-
-/** Interface for the batch concatenate kernel.
- *  The input tensor will be concatenated into the output tensor.
- */
-class NEBatchConcatenateLayerKernel : public INEKernel
-{
-public:
-    const char *name() const override
-    {
-        return "NEBatchConcatenateLayerKernel";
-    }
-    /** Default constructor */
-    NEBatchConcatenateLayerKernel();
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    NEBatchConcatenateLayerKernel(const NEBatchConcatenateLayerKernel &) = delete;
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    NEBatchConcatenateLayerKernel &operator=(const NEBatchConcatenateLayerKernel &) = delete;
-    /** Allow instances of this class to be moved */
-    NEBatchConcatenateLayerKernel(NEBatchConcatenateLayerKernel &&) = default;
-    /** Allow instances of this class to be moved */
-    NEBatchConcatenateLayerKernel &operator=(NEBatchConcatenateLayerKernel &&) = default;
-    /** Default destructor */
-    ~NEBatchConcatenateLayerKernel() = default;
-    /** Initialise the kernel's inputs and output
-     *
-     * @param[in]     input        Input tensor. Data types supported: All.
-     * @param[in]     batch_offset The offset on axis # 3.
-     * @param[in,out] output       Output tensor. Data types supported: Same as @p input.
-     *
-     * @note: The output tensor's low two dimensions can't be smaller than the input one's.
-     * @note: The gaps between the two lowest dimensions of input and output need to be divisible by 2.
-     *
-     */
-    void configure(const ITensor *input, unsigned int batch_offset, ITensor *output);
-    /**  Static function to check if given info will lead to a valid configuration of @ref NEBatchConcatenateLayerKernel
-     *
-     * @param[in] input        Input tensor info. Data types supported: All.
-     * @param[in] batch_offset The offset on axis # 3.
-     * @param[in] output       Output tensor info. Data types supported: Same as @p input.
-     *
-     * @return a status
-     */
-    static Status validate(const ITensorInfo *input, unsigned int batch_offset, const ITensorInfo *output);
-
-    // Inherited methods overridden:
-    void run(const Window &window, const ThreadInfo &info) override;
-
-private:
-    using BatchConcatFunction = void(const ITensor *in, ITensor *out, unsigned int batch_offset, const Window &window);
-
-private:
-    BatchConcatFunction *_func;
-    const ITensor       *_input;
-    ITensor             *_output;
-    unsigned int         _batch_offset;
-};
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_NEBATCHCONCATENATEKERNEL_H */