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Personal cabinetResearch of the capsule neural networks as new approach to image recognition problem solution
Bibliographic description of the article for the citation:
Олег Яковчук. Research of the capsule neural networks as new approach to image recognition problem solution//Science online: International Scientific e-zine - 2018. - №8. - https://nauka-online.com/en/publications/information-technology/2018/8/issledovanie-kapsulnyh-nejronnyh-setej-kak-novogo-podhoda-k-resheniyu-zadachi-po-raspoznavaniyu-izobrazhenij-2/
Annotation: The main idea of this work is based on the new concept of capsule neural networks presented by researcher Jeffrey Hinton in 2017. It was carried out the detailed research of basic capsules idea, mathematical component and architecture of capsule networks. The solid conclusions were done about their main advantages and disadvantages in comparison to classical convolutional networks.