Nikolay N. Nagornov

13 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Drone Detection via Transformer Neural Network and Positive-Negative Momentum Optimizers.
Big Data Cogn. Comput.
Pavel A. Lyakhov, Denis N. Butusov, Vadim Pismennyy, Ruslan Abdulkadirov, Nikolay N. Nagornov, Valerii Y. Ostrovskii, Diana I. Kalita
2024 J jnl
Improving the Accuracy of Neural Network Pattern Recognition by Fractional Gradient Descent.
IEEE Access
Ruslan Abdulkadirov, Pavel A. Lyakhov, Valentina A. Baboshina, Nikolay N. Nagornov
2024 J jnl
Modern Trends in Improving the Technical Characteristics of Devices and Systems for Digital Image Processing.
IEEE Access
Nikolay N. Nagornov, Pavel A. Lyakhov, Maxim V. Bergerman, Diana I. Kalita
2023 J jnl
A novel sign detection method in residue number system based on Chinese remainder theorem with fractional values.
Microprocess. Microsystems
Pavel A. Lyakhov, Maxim V. Bergerman, Ruslan Abdulkadirov, Albina S. Abdulsalyamova, Nikolay N. Nagornov, Alexander S. Voznesenskiy, Dmitrii V. Minenkov, Dmitrii I. Kaplun
2023 J jnl
Multimodal Neural Network for Recognition of Cardiac Arrhythmias Based on 12-Load Electrocardiogram Signals.
IEEE Access
Maria R. Kiladze, Ulyana A. Lyakhova, Pavel A. Lyakhov, Nikolay N. Nagornov, Mohsen Vahabi
2022 — conf
Comparative Analysis of Various Methods to Circuit Design for DWT with CDF 9/7 Wavelet.
MECO
Nikolay N. Nagornov, Maxim V. Bergerman, Dmitrii V. Minenkov, Dmitrii I. Kaplun
2022 — conf
On the Computational Complexity of 2D Filtering by Winograd Method.
MECO
Pavel Alekseevich Lyakhov, Albina S. Abdulsalyamova, Nataliya Semyonova, Nikolay N. Nagornov, Alexander S. Voznesensky, Dmitrii I. Kaplun
2022 J jnl
RNS-Based FPGA Accelerators for High-Quality 3D Medical Image Wavelet Processing Using Scaled Filter Coefficients.
IEEE Access
Nikolay N. Nagornov, Pavel Alekseevich Lyakhov, Maria V. Valueva, Maxim V. Bergerman
2022 — conf
Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks.
MECO
Vladimir V. Fedorenko, Ulyana A. Lyakhova, Nikolay N. Nagornov, Georgii A. Efimenko, Dmitrii I. Kaplun
2021 J jnl
Digital Filter Architecture With Calculations in the Residue Number System by Winograd Method F (2 × 2, 2 × 2).
IEEE Access
Maria V. Valueva, Pavel Alekseevich Lyakhov, Georgii V. Valuev, Nikolay N. Nagornov
2020 J jnl
High-Performance Digital Filtering on Truncated Multiply-Accumulate Units in the Residue Number System.
IEEE Access
Pavel Alekseevich Lyakhov, Maria V. Valueva, Georgii V. Valuev, Nikolay N. Nagornov
2020 — conf
High-Performance Hardware 3D Medical Imaging using Wavelets in the Residue Number System.
MECO
Nikolay I. Chervyakov, Pavel Alekseevich Lyakhov, Nikolay N. Nagornov, Maria V. Valueva, Dmitrii I. Kaplun
2019 — conf
Implementation of Smoothing Image Filtering in the Residue Number System.
MECO
Nikolay I. Chervyakov, Pavel Alekseevich Lyakhov, Nikolay N. Nagornov, Dmitrii I. Kaplun, Alexander S. Voznesenskiy, Danil V. Bogayevskiy