diff --git a/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h b/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h
index 267211f..f397a29 100644
--- a/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h
+++ b/arm_compute/core/NEON/kernels/NEBatchConcatenateLayerKernel.h
@@ -56,15 +56,15 @@
     ~NEBatchConcatenateLayerKernel() = default;
     /** Initialise the kernel's inputs and output
      *
-     * @param[in]     input        Input tensor. Data types supported: All.
+     * @param[in]     input        Input tensor info. 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.
+     * @param[in,out] output       Output tensor info. 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);
+    void configure(const ITensorInfo *input, unsigned int batch_offset, ITensorInfo *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.
@@ -76,15 +76,14 @@
     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;
+    void run_op(const InputTensorMap &inputs, const OutputTensorMap &outputs,
+                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
diff --git a/arm_compute/core/NEON/kernels/NEDepthConcatenateLayerKernel.h b/arm_compute/core/NEON/kernels/NEDepthConcatenateLayerKernel.h
index a465146..e1aaa59 100644
--- a/arm_compute/core/NEON/kernels/NEDepthConcatenateLayerKernel.h
+++ b/arm_compute/core/NEON/kernels/NEDepthConcatenateLayerKernel.h
@@ -56,15 +56,15 @@
     ~NEDepthConcatenateLayerKernel() = default;
     /** Initialise the kernel's inputs and output
      *
-     * @param[in]     input        Input tensor. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
+     * @param[in]     input        Input tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
      * @param[in]     depth_offset The offset on the Z axis.
-     * @param[in,out] output       Output tensor. Data types supported: Same as @p input.
+     * @param[in,out] output       Output tensor info. 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 depth_offset, ITensor *output);
+    void configure(const ITensorInfo *input, unsigned int depth_offset, ITensorInfo *output);
     /**  Static function to check if given info will lead to a valid configuration of @ref NEDepthConcatenateLayerKernel
      *
      * @param[in] input        Input tensor info. Data types supported:  QASYMM8/QASYMM8_SIGNED/F16/F32.
@@ -76,15 +76,14 @@
     static Status validate(const ITensorInfo *input, unsigned int depth_offset, const ITensorInfo *output);
 
     // Inherited methods overridden:
-    void run(const Window &window, const ThreadInfo &info) override;
+    void run_op(const InputTensorMap &inputs, const OutputTensorMap &outputs,
+                const Window &window, const ThreadInfo &info) override;
 
 private:
     using DepthConcatFunction = void(const ITensor *in, ITensor *out, unsigned int depth_offset, const Window &window);
 
 private:
     DepthConcatFunction *_func;
-    const ITensor       *_input;
-    ITensor             *_output;
     unsigned int         _depth_offset;
 };
 } // namespace arm_compute
diff --git a/arm_compute/core/NEON/kernels/NEHeightConcatenateLayerKernel.h b/arm_compute/core/NEON/kernels/NEHeightConcatenateLayerKernel.h
index e8a9d9a..d463b53 100644
--- a/arm_compute/core/NEON/kernels/NEHeightConcatenateLayerKernel.h
+++ b/arm_compute/core/NEON/kernels/NEHeightConcatenateLayerKernel.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2019 Arm Limited.
+ * Copyright (c) 2019-2020 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -57,12 +57,12 @@
     ~NEHeightConcatenateLayerKernel() = default;
     /** Initialise the kernel's inputs and output
      *
-     * @param[in]     input         Input tensor. Data types supported: All
+     * @param[in]     input         Input tensor info. Data types supported: All
      * @param[in]     height_offset The starting offset on the Y axis for the output tensor.
-     * @param[in,out] output        Output tensor. Data types supported: Same as @p input.
+     * @param[in,out] output        Output tensor info. Data types supported: Same as @p input.
      *
      */
-    void configure(const ITensor *input, unsigned int height_offset, ITensor *output);
+    void configure(const ITensorInfo *input, unsigned int height_offset, ITensorInfo *output);
     /**  Static function to check if given info will lead to a valid configuration of @ref NEHeightConcatenateLayerKernel
      *
      * @param[in] input         Input tensor info. Data types supported: All
@@ -74,12 +74,11 @@
     static Status validate(const ITensorInfo *input, unsigned int height_offset, const ITensorInfo *output);
 
     // Inherited methods overridden:
-    void run(const Window &window, const ThreadInfo &info) override;
+    void run_op(const InputTensorMap &inputs, const OutputTensorMap &outputs,
+                const Window &window, const ThreadInfo &info) override;
 
 private:
-    const ITensor *_input;
-    ITensor       *_output;
-    unsigned int   _height_offset;
+    unsigned int _height_offset;
 };
 } // namespace arm_compute
 #endif /* ARM_COMPUTE_NEHEIGHTCONCATENATELAYERKERNEL_H */
diff --git a/arm_compute/core/NEON/kernels/NEWidthConcatenateLayerKernel.h b/arm_compute/core/NEON/kernels/NEWidthConcatenateLayerKernel.h
index 442d35c..b5336ad 100644
--- a/arm_compute/core/NEON/kernels/NEWidthConcatenateLayerKernel.h
+++ b/arm_compute/core/NEON/kernels/NEWidthConcatenateLayerKernel.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2018-2019 Arm Limited.
+ * Copyright (c) 2018-2020 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -57,12 +57,11 @@
     ~NEWidthConcatenateLayerKernel() = default;
     /** Initialise the kernel's inputs and output
      *
-     * @param[in]     input        Input tensor. Data types supported: All
+     * @param[in]     input        Input tensor info. Data types supported: All
      * @param[in]     width_offset The offset on the X axis.
-     * @param[in,out] output       Output tensor. Data types supported: Same as @p input.
-     *
+     * @param[in,out] output       Output tensor info. Data types supported: Same as @p input.
      */
-    void configure(const ITensor *input, unsigned int width_offset, ITensor *output);
+    void configure(const ITensorInfo *input, unsigned int width_offset, ITensorInfo *output);
     /**  Static function to check if given info will lead to a valid configuration of @ref NEWidthConcatenateLayerKernel
      *
      * @param[in] input        Input tensor info. Data types supported: All
@@ -74,12 +73,11 @@
     static Status validate(const ITensorInfo *input, unsigned int width_offset, const ITensorInfo *output);
 
     // Inherited methods overridden:
-    void run(const Window &window, const ThreadInfo &info) override;
+    void run_op(const InputTensorMap &inputs, const OutputTensorMap &outputs,
+                const Window &window, const ThreadInfo &info) override;
 
 private:
-    const ITensor *_input;
-    ITensor       *_output;
-    unsigned int   _width_offset;
+    unsigned int _width_offset;
 };
 } // namespace arm_compute
 #endif /* ARM_COMPUTE_NEWIDTHCONCATENATELAYERKERNEL_H */