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. 2020 Sep 3;7(1):8. doi: 10.1186/s40708-020-00110-4

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© The Author(s) 2020

Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Fig. 1 — The proposed CNN structure that is based on Wide&Deep neural network handling multiple inputs. The first layer (IN1) is the input, the second (CN2) and third layers (MP3) are hidden and accomplish the feature mapping generation, while the next block (ranging from the output of layer CT4 to the OU9 layer) comprises the classification stage