Nikolay Nagornov
North-Caucasus Federal University(RU)
Publications by Year
Research Areas
Image and Signal Denoising Methods, Advanced Image Fusion Techniques, Cryptography and Residue Arithmetic, Advanced Data Compression Techniques, Neural Networks and Applications
Most-Cited Works
- → Application of the residue number system to reduce hardware costs of the convolutional neural network implementation(2020)477 cited
- → Survey of Optimization Algorithms in Modern Neural Networks(2023)87 cited
- → Analysis of the Quantization Noise in Discrete Wavelet Transform Filters for 3D Medical Imaging(2020)48 cited
- → Analysis of the Quantization Noise in Discrete Wavelet Transform Filters for Image Processing(2018)38 cited
- → High-Performance Digital Filtering on Truncated Multiply-Accumulate Units in the Residue Number System(2020)28 cited
- → Residue Number System-Based Solution for Reducing the Hardware Cost of a Convolutional Neural Network(2020)24 cited
- → A Method of Increasing Digital Filter Performance Based on Truncated Multiply-Accumulate Units(2020)18 cited
- → System for the Recognizing of Pigmented Skin Lesions with Fusion and Analysis of Heterogeneous Data Based on a Multimodal Neural Network(2022)18 cited
- → RNS-Based FPGA Accelerators for High-Quality 3D Medical Image Wavelet Processing Using Scaled Filter Coefficients(2022)13 cited