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diff --git a/arm_compute/core/FullyConnectedLayerInfo.h b/arm_compute/core/FullyConnectedLayerInfo.h
deleted file mode 100644
index f699cb2792..0000000000
--- a/arm_compute/core/FullyConnectedLayerInfo.h
+++ /dev/null
@@ -1,71 +0,0 @@
-/*
- * Copyright (c) 2016-2023 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 ARM_COMPUTE_FULLYCONNECTEDLAYERINFO_H
-#define ARM_COMPUTE_FULLYCONNECTEDLAYERINFO_H
-
-#include "arm_compute/core/ActivationLayerInfo.h"
-#include "arm_compute/core/Types.h"
-
-namespace arm_compute
-{
-/** Fully connected layer info */
-struct FullyConnectedLayerInfo
-{
-    /* Fused-activation parameters */
-    ActivationLayerInfo activation_info{}; /**<  Fused activation to apply after the matrix multiplication. */
-    /* Information about weights */
-    DataLayout weights_trained_layout{ DataLayout::NCHW }; /**<  Layout that the weights have been trained with. */
-    bool       transpose_weights{ true };                  /**<  Transpose weights if true. */
-    bool       are_weights_reshaped{ false };              /**<  @deprecated Reshape the weights tensor if false. */
-    bool       retain_internal_weights{ false };           /**<  Retain internal reshaped weights. */
-    bool       enable_fast_math{ false };                  /**<  Enable fast math computation. */
-    /* Other parameters */
-    bool fp_mixed_precision{ false }; /**<  Use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy. */
-
-    /** Sets the weights trained data layout
-     *
-     * @param[in] layout Data layout that the weights were trained with
-     *
-     * @return Updated object
-     */
-    FullyConnectedLayerInfo &set_weights_trained_layout(DataLayout layout)
-    {
-        weights_trained_layout = layout;
-        return *this;
-    }
-    /** Sets the transpose weights flag
-     *
-     * @param[in] should_transpose_weights Boolean flag indicating if weights should be transposed
-     *
-     * @return Updated object
-     */
-    FullyConnectedLayerInfo &set_transpose_weights(bool should_transpose_weights)
-    {
-        transpose_weights = should_transpose_weights;
-        return *this;
-    }
-};
-
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_FULLYCONNECTEDLAYERINFO_H */