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Information × Registration Number 0222U001692, 0119U001403 , R & D reports Title Deep hybrid systems of computational intelligence for data streams analysis and their fast learning popup.stage_title Head Bodyansky Yevhenii V., Registration Date 31-01-2022 Organization Kharkiv National University Of Radio Electronics popup.description2  A new class of computational intelligence systems has been created – deep neuro-neo-fuzzy-hybrid systems and methods for their training, which have increased learning rate and approximating properties in comparison with known deep neural networks. Deep multilayer systems based on neo-fuzzy neurons as nodes have been developed and rate-optimized adaptive methods for their training based on the errors back propagation; deep modular convex systems based on multidimensional neo-fuzzy layers; 2D-neo-fuzzy systems for matrix signals (images) processing and their fast training methods, including parameters of activation functions. Product Description popup.authors Ivanyuk Oleksandr I. Albasova Alina I. Antonenko Tymofii Ye. Bilonog Bogdan S. Bodyanskiy Yevgeniy V. Boiko Olena O. Brodetskiy Filip A. Vynokurova Olena А. Vlasenko Oleksandr M. Gorokhovatskiy Volodymyr O. Deineko Anastasiia O. Dolotov Artem I. Zhernova Polina Ye. Kinoshenko Dmytro K. Klymova Iryna M. Kobylin Illya O. Kobylyn Oleg A. Kostyuk Serhii O. Kulishova Nonna Ye. Mashtalir Volodymyr P. Mashtalir Serhii V. Nesterov Mykola M. Onyshchenko Alla H. Pirus Anastasiya Ye. Perova Iryna G. Pliss Iryna P. Ponomarenko Roman P. Ponomarenko Tetyana S. Popov Serhii V. Putyatin Yevgenii P. Reveka Kateryna I. Savenkov Denys V. Serbina Daria V. Skorik Viktoriya A. Slepanska Valeriya D. Stolbobiy Mykhaylo І. Tarapata Daryna R. Khaustova Yana V. Chala Olha S. Shalamov Maksym O. Shafronenko Alina Yu. Shyshki Oleksii V. popup.nrat_date 2022-03-09 Close