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.
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
M. V. Valueva, G. V. Valuev, M. G. Babenko, A. N. Tchernykh, J. M. Cortés-Mendoza, “Method for convolutional neural network hardware implementation based on a residue number system”, Proceedings of ISP RAS, 34:3 (2022), 61–74
2019
3.
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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