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diff --git a/src/core/NEON/kernels/NEDepthToSpaceLayerKernel.h b/src/core/NEON/kernels/NEDepthToSpaceLayerKernel.h
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+++ b/src/core/NEON/kernels/NEDepthToSpaceLayerKernel.h
@@ -0,0 +1,85 @@
+/*
+ * Copyright (c) 2019-2020, 2023 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 ACL_SRC_CORE_NEON_KERNELS_NEDEPTHTOSPACELAYERKERNEL_H
+#define ACL_SRC_CORE_NEON_KERNELS_NEDEPTHTOSPACELAYERKERNEL_H
+
+#include "src/core/NEON/INEKernel.h"
+
+namespace arm_compute
+{
+// Forward declarations
+class ITensor;
+
+/** Interface for the depth to space kernel */
+class NEDepthToSpaceLayerKernel : public INEKernel
+{
+public:
+    const char *name() const override
+    {
+        return "NEDepthToSpaceLayerKernel";
+    }
+    /** Default constructor */
+    NEDepthToSpaceLayerKernel();
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    NEDepthToSpaceLayerKernel(const NEDepthToSpaceLayerKernel &) = delete;
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    NEDepthToSpaceLayerKernel &operator=(const NEDepthToSpaceLayerKernel &) = delete;
+    /** Allow instances of this class to be moved */
+    NEDepthToSpaceLayerKernel(NEDepthToSpaceLayerKernel &&) = default;
+    /** Allow instances of this class to be moved */
+    NEDepthToSpaceLayerKernel &operator=(NEDepthToSpaceLayerKernel &&) = default;
+    /** Default destructor */
+    ~NEDepthToSpaceLayerKernel() = default;
+    /** Initialise the kernel's inputs and output.
+     *
+     * @param[in]  input       Tensor input. Supported tensor rank: 4. Data types supported: All
+     * @param[out] output      Tensor output. Data types supported: same as @p input
+     * @param[in]  block_shape Block shape x value.
+     */
+    void configure(const ITensor *input, ITensor *output, int32_t block_shape);
+    /** Static function to check if given info will lead to a valid configuration of @ref NEDepthToSpaceLayerKernel.
+     *
+     * @param[in] input       Tensor input info. Supported tensor rank: 4. Data types supported: All
+     * @param[in] output      Tensor output info. Data types supported: same as @p input
+     * @param[in] block_shape Block shape value.
+     *
+     * @return a status
+     */
+    static Status validate(const ITensorInfo *input, const ITensorInfo *output, int32_t block_shape);
+
+    /** Get the dimension the scheduler should use to split. */
+    size_t get_split_dimension() const;
+
+    // Inherited methods overridden:
+    void run(const Window &window, const ThreadInfo &info) override;
+
+private:
+    const ITensor *_input;           /**< Source tensor */
+    ITensor       *_output;          /**< Destination tensor */
+    int32_t        _block_shape;     /**< Block shape */
+    DataLayout     _data_layout;     /**< Data layout of the operation */
+    size_t         _split_dimension; /**< The dimension the scheduler should use to split the workload. */
+};
+} // namespace arm_compute
+#endif // ACL_SRC_CORE_NEON_KERNELS_NEDEPTHTOSPACELAYERKERNEL_H