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Information × Registration Number 0221U104964, 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 Purpose: development of the scientific base of deep neural networks (Deep Neural Networks, DNN), improvement of their training technology and methods of application to solve applied problems of pattern recognition, adaptive control and modeling of economic and social development. The main scientific and practical result: the interaction of internal information flows in deep learning is studied, a fundamentally new model of neural network as an open dynamic system is proposed and the concept of an open dynamic system as a general model of development, management and learning of dynamic systems of any nature is developed. subject area of ​​systems theory on open dynamical systems.  Product Description popup.authors Karmazin Olexandr D. Kussul Muhailo E. Novitskey Dmitro V. Reznik Olexander M Sychov Olexandr S. Chernodub Artem M popup.nrat_date 2021-04-28 Close