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Information × Registration Number 0221U104961, 0116U002600 , R & D reports Title Investigation of deep neural networks and methods of their practical application popup.stage_title Head Riznik Olexsandr M, Registration Date 28-04-2021 Organization Institute of Mathematical Machines and System Problems NAS Ukraine. popup.description2  The aim of the work is to develop the scientific base of deep neural networks (Deep Neural Networks, DNN), improve their training technology and methods of application to solve applied problems of pattern recognition, adaptive control and modeling of economic and social development. In the course of implementation the interaction of internal information flows in deep learning is investigated, a fundamentally new model of neural network as an open dynamic system is proposed and the concept of open dynamic system as a general model of development, management and learning of dynamic systems of any nature is developed. systems on open dynamic systems. Product Description popup.authors Karmazin Olexandr D. Kussul Muhailo E. Novytskyy Dmytro V. Riznik Oleksandr M Sychov Olexandr S. Chernodub Artem M popup.nrat_date 2021-04-28 Close