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Publications in Math-Net.Ru
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Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network
Computer Optics, 48:2 (2024), 260–271
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Multimodal ensemble neural network system for skin cancer detection on heterogeneous dermatological data
Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 20:2 (2024), 231–243
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New method for detecting and removing random-valued impulse noise from images
Computer Optics, 47:2 (2023), 262–271
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A new approach to training neural networks using natural gradient descent with momentum based on Dirichlet distributions
Computer Optics, 47:1 (2023), 160–169
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Development of algorithms for digital image processing based on the Winograd method in general form and analysis of their computational complexity
Computer Optics, 47:1 (2023), 68–78
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High-performance digital image filtering architectures in the residue number system based on the Winograd method
Computer Optics, 46:5 (2022), 752–762
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Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs
Computer Optics, 45:5 (2021), 728–735
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3D-generalization of impulse noise removal method for video data processing
Computer Optics, 44:1 (2020), 92–100
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Hardware implementation of a convolutional neural network using calculations in the residue number system
Computer Optics, 43:5 (2019), 857–868
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New methods of adaptive median filtering of impulse noise in images
Computer Optics, 42:4 (2018), 667–678
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Multiplication and division in the residue number system using galois fields gf(p)
St. Petersburg Polytechnical University Journal. Computer Science. Telecommunication and Control Sys, 2014, no. 3(198), 65–76
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