| Survey of optimization algorithms in modern neural networks R Abdulkadirov, P Lyakhov, N Nagornov Mathematics 11 (11), 2466, 2023 | 64 | 2023 |
| Estimates of Mild Solutions of Navier–Stokes Equations in Weak Herz-Type Besov–Morrey Spaces R Abdulkadirov, P Lyakhov Mathematics 10 (5), 680, 2022 | 9 | 2022 |
| Accelerating extreme search of multidimensional functions based on natural gradient descent with Dirichlet distributions R Abdulkadirov, P Lyakhov, N Nagornov Mathematics 10 (19), 3556, 2022 | 8 | 2022 |
| A new approach to training neural networks using natural gradient descent with momentum based on Dirichlet distributions RI Abdulkadirov, PA Lyakhov Computer Optics 47 (1), 160-169, 2023 | 7 | 2023 |
| Improving extreme search with natural gradient descent using Dirichlet distribution RI Abdulkadirov, PA Lyakhov International Conference on Mathematics and its Applications in new Computer …, 2021 | 6 | 2021 |
| Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network PA Lyakhov, UA Lyakhova, RI Abdulkadirov Computer Optics 48 (2), 260-271, 2024 | 3 | 2024 |
| Satellite image recognition using ensemble neural networks and difference gradient positive-negative momentum R Abdulkadirov, P Lyakhov, M Bergerman, R Dmitry Chaos, Solitons & Fractals 179, 2024, 2024 | 3 | 2024 |
| Accelerating extreme search based on natural gradient descent with beta distribution P Lyakhov, R Abdulkadirov 2021 International Conference Engineering and Telecommunication (En&T), 1-5, 2021 | 3 | 2021 |
| Improving the accuracy of neural network pattern recognition by fractional gradient descent RI Abdulkadirov, PA Lyakhov, VA Baboshina, NN Nagornov IEEE Access 12, 168428-168444, 2024 | 1 | 2024 |
| Solving Poisson equation by physics-informed neural network with natural gradient descent with momentum RI Abdulkadirov, PA Lyakhov, NN Nagornov 2023 Seminar on Signal Processing, 3-6, 2023 | 1 | 2023 |
| A novel sign detection method in residue number system based on Chinese remainder theorem with fractional values P Lyakhov, M Bergerman, R Abdulkadirov, A Abdulsalyamova, ... Microprocessors and Microsystems 102, 104940, 2023 | 1 | 2023 |
| Physics-Aware Machine Learning Approach for High-Precision Quadcopter Dynamics Modeling R Abdulkadirov, P Lyakhov, D Butusov, N Nagornov, D Kalita Drones 9 (3), 187, 2025 | | 2025 |
| Enhancing Unmanned Aerial Vehicle Object Detection via Tensor Decompositions and Positive–Negative Momentum Optimizers R Abdulkadirov, P Lyakhov, D Butusov, N Nagornov, D Reznikov, ... Mathematics 13 (5), 828, 2025 | | 2025 |
| Comparative Analysis of Fast Matrix Multiplication Methods on Different Datatypes A Abdulsalyamova, R Abdulkadirov, P Lyakhov, N Nagornov Conference on Current Problems of Applied Mathematics and Computer Systems …, 2023 | | 2023 |
| Characterization of Herz-type Besov-Morrey and Triebel-Lizorkin-Morrey Spaces R Abdulkadirov, P Lyakhov | | 2023 |
| The Problem of Restoring the Unit of Approximation in the Model for Studying Functional Dependence from Approximate Data E Yartseva, L Andruhiv, R Abdulkadirov International Conference on Actual Problems of Applied Mathematics and …, 2022 | | 2022 |
| System for neural network recognition of malignant pigmented skin neoplasms with image pre-processing UA Lyakhova, PA Lyakhov, RI Abdulkadirov, GA Efimenko, SA Romanov, ... Journal of Physics: Conference Series 2052 (1), 012023, 2021 | | 2021 |
Pavel LyakhovNorth Caucasus Federal Universitystavsu.ru üzerinde doğrulanmış e-posta adresine sahip
