Area-Efficient FPGA Implementation of Minimalistic Convolutional Neural Network Using Residue Number System. - Nikolay I. Chervyakov; Pavel Alekseevich Lyakhov; Maria V. Valueva; Georgii V. Valuev; Dmitrii I. Kaplun; George A. Efimenko; Denis V. Gnezdilov (FRUCT, 2018)

Hardware Implementation of Video Processing Device using Residue Number System. - Dmitrii I. Kaplun; Nikolay I. Chervyakov; Pavel Alekseevich Lyakhov; Andrey S. Ionisyan; Maria V. Valueva; Vyacheslav V. Gulvanskiy; Rangababu Peesapati (TSP, 2019)

High-Performance Hardware 3D Medical Imaging using Wavelets in the Residue Number System. - Nikolay I. Chervyakov; Pavel Alekseevich Lyakhov; Nikolay N. Nagornov; Maria V. Valueva; Dmitrii I. Kaplun (MECO, 2020)

Classification of Moduli Sets for Residue Number System With Special Diagonal Functions. - Peter G. Boyvalenkov; Nikolay I. Chervyakov; Pavel Alekseevich Lyakhov; Nataliya Semyonova; Anton S. Nazarov; Maria V. Valueva; Georgi Boyvalenkov; Danil Bogaevskiy; Dmitry I. Kaplun (IEEE Access, 2020)

High-Performance Digital Filtering on Truncated Multiply-Accumulate Units in the Residue Number System. - Pavel Alekseevich Lyakhov; Maria V. Valueva; Georgii V. Valuev; Nikolay N. Nagornov (IEEE Access, 2020)

Residue Number System-Based Solution for Reducing the Hardware Cost of a Convolutional Neural Network. - Nikolay I. Chervyakov; Pavel Alekseevich Lyakhov; Maxim Anatolievich Deryabin; N. N. Nagornov; Maria V. Valueva; Georgii V. Valuev (Neurocomputing, 2020)

Application of the residue number system to reduce hardware costs of the convolutional neural network implementation. - Maria V. Valueva; N. N. Nagornov; Pavel Alekseevich Lyakhov; Georgii V. Valuev; Nikolay I. Chervyakov (Math. Comput. Simul., 2020)

A New Method of Sign Detection in RNS Based on Modified Chinese Remainder Theorem. - Pavel Alekseevich Lyakhov; Maria V. Valueva; Dmitry I. Kaplun; Alexander S. Voznesensky (MECO, 2021)

Single Image Super-Resolution Method Based on Bilinear Interpolation and U-Net Combination. - Pavel Alekseevich Lyakhov; Georgii V. Valuev; Maria V. Valueva; Dmitry I. Kaplun; Aleksandr Sinitca (MECO, 2021)

Digital Filter Architecture With Calculations in the Residue Number System by Winograd Method F (2 × 2, 2 × 2). - Maria V. Valueva; Pavel Alekseevich Lyakhov; Georgii V. Valuev; Nikolay N. Nagornov (IEEE Access, 2021)

RNS-Based FPGA Accelerators for High-Quality 3D Medical Image Wavelet Processing Using Scaled Filter Coefficients. - Nikolay N. Nagornov; Pavel Alekseevich Lyakhov; Maria V. Valueva; Maxim V. Bergerman (IEEE Access, 2022)

Method for Convolutional Neural Network Hardware Implementation Based on a Residue Number System. - Maria V. Valueva; Georgii V. Valuev; Mikhail G. Babenko; Andrei Tchernykh; Jorge M. Cortés-Mendoza (Program. Comput. Softw., 2022)

High Performance Parallel Pseudorandom Number Generator on Cellular Automata. - Alla Levina; Daniyar Mukhamedjanov; Danil Bogaevskiy; Pavel Alekseevich Lyakhov; Maria V. Valueva; Dmitrii I. Kaplun (Symmetry, 2022)

Digital Filter Architecture Based on Modified Winograd Method F(2× 2, 5× 5) and Residue Number System. - Georgii V. Valuev; Maria V. Valueva; Mikhail G. Babenko; Andrei Tchernykh (IEEE Access, 2023)

Residue number systems with six modules and efficient circuits based on power-of-two diagonal modulus. - Peter G. Boyvalenkov; Pavel A. Lyakhov; Nataliya Semyonova; Maria V. Valueva; Georgi Boyvalenkov; Dmitrii V. Minenkov; Dmitrii I. Kaplun (Comput. Electr. Eng., 2023)