Ruslan Abdulkadirov
North-Caucasus Federal University(RU)
Publications by Year
Research Areas
Neural Networks and Applications, Model Reduction and Neural Networks, Image Processing and 3D Reconstruction, Advanced Neural Network Applications, Machine Learning and ELM
Most-Cited Works
- → Survey of Optimization Algorithms in Modern Neural Networks(2023)87 cited
- → Estimates of Mild Solutions of Navier–Stokes Equations in Weak Herz-Type Besov–Morrey Spaces(2022)10 cited
- → A new approach to training neural networks using natural gradient descent with momentum based on Dirichlet distributions(2023)9 cited
- → Satellite image recognition using ensemble neural networks and difference gradient positive-negative momentum(2024)6 cited
- → Improving Extreme Search with Natural Gradient Descent Using Dirichlet Distribution(2022)6 cited
- → Accelerating Extreme Search of Multidimensional Functions Based on Natural Gradient Descent with Dirichlet Distributions(2022)5 cited
- → Accelerating Extreme Search Based on Natural Gradient Descent with Beta Distribution(2021)4 cited
- → Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network(2024)3 cited