diff --git a/src/core/NEON/kernels/NEFFTScaleKernel.h b/src/core/NEON/kernels/NEFFTScaleKernel.h
new file mode 100644
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+++ b/src/core/NEON/kernels/NEFFTScaleKernel.h
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+/*
+ * 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_NEFFTSCALEKERNEL_H
+#define ARM_COMPUTE_NEFFTSCALEKERNEL_H
+
+#include "src/core/NEON/INEKernel.h"
+
+#include "arm_compute/core/KernelDescriptors.h"
+
+namespace arm_compute
+{
+// Forward declarations
+class ITensor;
+
+/** Interface for the inverse fft scale kernel. */
+class NEFFTScaleKernel : public INEKernel
+{
+public:
+    const char *name() const override
+    {
+        return "NEFFTScaleKernel";
+    }
+    /** Constructor */
+    NEFFTScaleKernel();
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    NEFFTScaleKernel(const NEFFTScaleKernel &) = delete;
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    NEFFTScaleKernel &operator=(const NEFFTScaleKernel &) = delete;
+    /** Default Move Constructor. */
+    NEFFTScaleKernel(NEFFTScaleKernel &&) = default;
+    /** Default move assignment operator */
+    NEFFTScaleKernel &operator=(NEFFTScaleKernel &&) = default;
+    /** Default destructor */
+    ~NEFFTScaleKernel() = default;
+    /** Set the input and output tensors.
+     *
+     * @param[in,out] input  Source tensor. Data types supported: F32. Number of channels supported: 2 (complex tensor).
+     * @param[out]    output Destination tensor. Data type supported: same as @p input. Number of channels supported: 1 (real tensor) or 2 (complex tensor).
+     * @param[in]     config Kernel configuration
+     */
+    void configure(ITensor *input, ITensor *output, const FFTScaleKernelInfo &config);
+    /** Static function to check if given info will lead to a valid configuration of @ref NEFFTScaleKernel
+     *
+     * @param[in] input  Source tensor info. Data types supported: F32. Number of channels supported: 2 (complex tensor).
+     * @param[in] output Destination tensor info. Data type supported: same as @p input. Number of channels supported: 1 (real tensor) or 2 (complex tensor).
+     * @param[in] config Kernel configuration
+     *
+     * @return a status
+     */
+    static Status validate(const ITensorInfo *input, const ITensorInfo *output, const FFTScaleKernelInfo &config);
+
+    // Inherited methods overridden:
+    void run(const Window &window, const ThreadInfo &info) override;
+
+private:
+    ITensor *_input;
+    ITensor *_output;
+    float    _scale;
+    bool     _run_in_place;
+    bool     _is_conj;
+};
+} // namespace arm_compute
+#endif /*ARM_COMPUTE_NEFFTSCALEKERNEL_H */