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Pavel Alekseyevich Lyakhov

Observed names: Lyakhov, Pavel, P A Lyakhov, P. A. Lyakhov, P. Lyakhov, P.A. Lyakhov, Pavel A. Lyakhov, Pavel Alekseevich Lyakhov, Pavel Ljahov, Pavel Lyakhov
ORCID: 0000-0003-0487-4779
Observed ORCID: 0000-0003-0487-4779
OpenAlex ID: A5032223985
Application of the residue number system to reduce hardware costs of the convolutional neural network implementation
2020 · M.V. Valueva, N.N. Nagornov, et al. · Mathematics and Computers in Simulation · 478
Survey of Optimization Algorithms in Modern Neural Networks
2023 · Ruslan Abdulkadirov, Pavel Lyakhov, et al. · Mathematics · 150
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Residue-to-binary conversion for general moduli sets based on approximate Chinese remainder theorem
2016 · N.I. Chervyakov, A. S. Molahosseini, et al. · International Journal of Computer Mathematics · 53
Analysis of the Quantization Noise in Discrete Wavelet Transform Filters for 3D Medical Imaging
2020 · Nikolay Chervyakov, Pavel Lyakhov, et al. · Applied Sciences · 48
Analysis of the Quantization Noise in Discrete Wavelet Transform Filters for Image Processing
2018 · Nikolay Chervyakov, Pavel Lyakhov, et al. · Electronics · 38
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Systematic review of approaches to detection and classification of skin cancer using artificial intelligence: Development and prospects
2024 · U.A. Lyakhova, P.A. Lyakhov · Computers in Biology and Medicine · 36
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants
2022 · Pavel Alekseevich Lyakhov, Alexander Alexandrovich Dolgalev, et al. · Frontiers in Neuroinformatics · 34
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An Approximate Method for Comparing Modular Numbers and its Application to the Division of Numbers in Residue Number Systems*
2014 · N. I. Chervyakov, M. G. Babenko, et al. · Cybernetics and Systems Analysis · 34
Multimodal Analysis of Unbalanced Dermatological Data for Skin Cancer Recognition
2023 · Pavel A. Lyakhov, Ulyana A. Lyakhova, et al. · IEEE Access · 29
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Design and Implementation of Novel Efficient Full Adder/Subtractor Circuits Based on Quantum-Dot Cellular Automata Technology
2021 · Mohsen Vahabi, Pavel Lyakhov, et al. · Applied Sciences · 27
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High-Performance Digital Filtering on Truncated Multiply-Accumulate Units in the Residue Number System
2020 · Pavel Lyakhov, Maria Valueva, et al. · IEEE Access · 27
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Increasing of convolutional neural network performance using residue number system
2017 · N.I. Chervyakov, P.A. Lyakhov, et al. · International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON) · 26
Residue Number System-Based Solution for Reducing the Hardware Cost of a Convolutional Neural Network
2020 · N.I. Chervyakov, P.A. Lyakhov, et al. · Neurocomputing · 25
An efficient method of error correction in fault-tolerant modular neurocomputers
2016 · N.I. Chervyakov, P.A. Lyakhov, et al. · Neurocomputing · 25
Digital filtering of images in a residue number system using finite-field wavelets
2014 · N. I. Chervyakov, P. A. Lyakhov, et al. · Automatic Control and Computer Sciences · 25
A novel QCA circuit-switched network with power dissipation analysis for nano communication applications
2023 · Mohsen Vahabi, Ehsan Rahimi, et al. · Nano Communication Networks · 24
System for the Recognizing of Pigmented Skin Lesions with Fusion and Analysis of Heterogeneous Data Based on a Multimodal Neural Network
2022 · Pavel Alekseevich Lyakhov, Ulyana Alekseevna Lyakhova, et al. · Cancers · 22
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The architecture of a fault-tolerant modular neurocomputer based on modular number projections
2017 · N.I. Chervyakov, P.A. Lyakhov, et al. · Neurocomputing · 22
Novel Quantum-Dot Cellular Automata-Based Gate Designs for Efficient Reversible Computing
2023 · Mohsen Vahabi, Ehsan Rahimi, et al. · Sustainability · 21
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System for Neural Network Determination of Atrial Fibrillation on ECG Signals with Wavelet-Based Preprocessing
2021 · Pavel Lyakhov, Mariya Kiladze, et al. · Applied Sciences · 21
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Two methods of adaptive median filtering of impulse noise in images
2018 · N. Chervyakov, P. Lyakhov, et al. · Computer Optics · 19
A Method of Increasing Digital Filter Performance Based on Truncated Multiply-Accumulate Units
2020 · Pavel Lyakhov, Maria Valueva, et al. · Applied Sciences · 18
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A New Method for Adaptive Median Filtering of Images
2019 · Pavel A. Lyakhov, Anzor R. Orazaev, et al. · IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering · 17
RNS-Based FPGA Accelerators for High-Quality 3D Medical Image Wavelet Processing Using Scaled Filter Coefficients
2022 · Nikolay N. Nagornov, Pavel A. Lyakhov, et al. · IEEE Access · 16
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Design and Implementation of New Coplanar FA Circuits without NOT Gate and Based on Quantum-Dot Cellular Automata Technology
2021 · Mohsen Vahabi, Pavel Lyakhov, et al. · Applied Sciences · 15
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Works count: 165
Citation count: 1,635
H-index: 20
I10-index: 36
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