| Application of the residue number system to reduce hardware costs of the convolutional neural network implementation MV Valueva, NN Nagornov, PA Lyakhov, GV Valuev, NI Chervyakov Mathematics and computers in simulation 177, 232-243, 2020 | 582 | 2020 |
| Increasing of convolutional neural network performance using residue number system NI Chervyakov, PA Lyakhov, MV Valueva 2017 International Multi-Conference on Engineering, Computer and Information …, 2017 | 31 | 2017 |
| High-performance digital filtering on truncated multiply-accumulate units in the residue number system P Lyakhov, M Valueva, G Valuev, N Nagornov IEEE Access 8, 209181-209190, 2020 | 26 | 2020 |
| Residue number system-based solution for reducing the hardware cost of a convolutional neural network NI Chervyakov, PA Lyakhov, MA Deryabin, NN Nagornov, MV Valueva, ... Neurocomputing 407, 439-453, 2020 | 26 | 2020 |
| Construction of residue number system using hardware efficient diagonal function M Valueva, G Valuev, N Semyonova, P Lyakhov, N Chervyakov, D Kaplun, ... Electronics 8 (6), 694, 2019 | 19 | 2019 |
| A method of increasing digital filter performance based on truncated multiply-accumulate units P Lyakhov, M Valueva, G Valuev, N Nagornov Applied Sciences 10 (24), 9052, 2020 | 15 | 2020 |
| Classification of moduli sets for residue number system with special diagonal functions P Boyvalenkov, NI Chervyakov, P Lyakhov, N Semyonova, A Nazarov, ... IEEE Access 8, 156104-156116, 2020 | 15 | 2020 |
| Hardware implementation of a convolutional neural network using calculations in the residue number system NI Chervyakov, PA Lyakhov, NN Nagornov, MV Valueva, GV Valuev Computer Optics 43 (5), 857-868, 2019 | 13 | 2019 |
| Area-efficient FPGA implementation of minimalistic convolutional neural network using residue number system NI Chervyakov, PA Lyakhov, MV Valueva, GV Valuev, DI Kaplun, ... 2018 23rd Conference of Open Innovations Association (FRUCT), 112-118, 2018 | 12 | 2018 |
| RNS-based FPGA accelerators for high-quality 3D medical image wavelet processing using scaled filter coefficients NN Nagornov, PA Lyakhov, MV Valueva, MV Bergerman IEEE Access 10, 19215-19231, 2022 | 9 | 2022 |
| Digital filter architecture with calculations in the residue number system by Winograd method F (2× 2, 2× 2) M Valueva, P Lyakhov, G Valuev, N Nagornov IEEE Access 9, 143331-143340, 2021 | 9 | 2021 |
| Efficiency analysis of the image impulse noise cleaning using median filters with weighted central element NI Chervyakov, PA Lyakhov, AR Orazaev, MV Valueva 2017 International Multi-Conference on Engineering, Computer and Information …, 2017 | 9 | 2017 |
| High-performance hardware 3D medical imaging using wavelets in the residue number system NI Chervyakov, PA Lyakhov, NN Nagornov, MV Valueva, DI Kaplun 2020 9th Mediterranean Conference on Embedded Computing (MECO), 1-4, 2020 | 8 | 2020 |
| Low-bit hardware implementation of DWT for 3D medical images processing PA Lyakhov, MV Valueva, NN Nagornov, NI Chervyakov, DI Kaplun 2020 IEEE Conference of Russian Young Researchers in Electrical and …, 2020 | 6 | 2020 |
| High-speed smoothing filter in the Residue Number System NI Chervyakov, PA Lyakhov, AS Ionisyan, MV Valueva 2016 Third International Conference on Digital Information Processing, Data …, 2016 | 5 | 2016 |
| Hardware implementation of video processing device using residue number system DI Kaplun, NI Chervyakov, PA Lyakhov, AS Ionisyan, MV Valueva, ... 2019 42nd International Conference on Telecommunications and Signal …, 2019 | 4 | 2019 |
| High Performance Parallel Pseudorandom Number Generator on Cellular Automata A Levina, D Mukhamedjanov, D Bogaevskiy, P Lyakhov, M Valueva, ... Symmetry 14 (9), 1869, 2022 | 3 | 2022 |
| High-performance digital image filtering architectures in the residue number system based on the Winograd method MV Valueva, PA Lyakhov, NN Nagornov, GV Valuev Computer Optics 46 (5), 752-762, 2022 | 3 | 2022 |
| Single image Super-Resolution method based on bilinear interpolation and U-Net combination PA Lyakhov, GV Valuev, MV Valueva, DI Kaplun, AM Sinitca 2021 10th Mediterranean Conference on Embedded Computing (MECO), 1-4, 2021 | 3 | 2021 |
| A division algorithm in a redundant residue number system using fractions N Chervyakov, P Lyakhov, M Babenko, I Lavrinenko, M Deryabin, ... Applied Sciences 10 (2), 695, 2020 | 3 | 2020 |
Pavel LyakhovNorth Caucasus Federal UniversityVerified email at stavsu.ru
