PhD student of Applied Mathematics and Mathematical Modeling department of North-Caucasus Federal University. Research interests are digital image processing, artificial intelligence, computer arithmetic and digital circuits.
P. A. Lyakhov, N. N. Nagornov, N. F. Semyonova, A. Sh. Abdulsalyamova, “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
2022
2.
M. V. Valueva, P. A. Lyakhov, N. N. Nagornov, G. V. Valuev, “High-performance digital image filtering architectures in the residue number system based on the Winograd method”, Computer Optics, 46:5 (2022), 752–762
N. I. Chervyakov, P. A. Lyakhov, N. N. Nagornov, M. V. Valueva, G. V. Valuev, “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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