Residue number systems: A new paradigm to datapath optimization for low-power and high-performance digital signal processing applications

CH Chang, AS Molahosseini… - IEEE circuits and …, 2015 - ieeexplore.ieee.org
Residue Number System (RNS) is a non-weighted number system which was proposed by
Garner back in 1959 to achieve fast implementation of addition, subtraction and …

Increasing of convolutional neural network performance using residue number system

NI Chervyakov, PA Lyakhov… - 2017 International Multi …, 2017 - ieeexplore.ieee.org
This paper considers the method of pattern recognition based on a convolutional neural
network using Sobel filters. Parameters of the convolutional neural network blocks were …

A New Fast and Area-Efficient Adder-Based Sign Detector for RNS { }

S Kumar, CH Chang - IEEE Transactions on Very Large Scale …, 2016 - ieeexplore.ieee.org
The moduli set {2 n-1, 2 n, 2 n+ 1} has been widely used in residue number system (RNS)-
based computations. Its sign extraction problem, albeit fundamentally important in …

A Parallel Prefix Modulo-(2q + 2q−1 + 1) Adder via Diminished-1 Representation of Residues

G Jaberipur, D Badri, JA Lee - IEEE Transactions on Circuits …, 2023 - ieeexplore.ieee.org
Diminished-1 representation of modulo-residues provides for delay-balanced adders for the
popular moduli set. Besides, conjugacy of moduli leads to efficient multiple-residue to binary …

Implementation of smoothing image filtering in the residue number system

NI Chervyakov, PA Lyakhov… - 2019 8th …, 2019 - ieeexplore.ieee.org
In this paper, we propose a new method for image smoothing using the Residue Number
System (RNS). The essence of the approach is to replace the computationally complex …

Steganography over redundant residue number system codes

MA Belhamra, EM Souidi - Journal of Information Security and Applications, 2020 - Elsevier
In this paper we define steganography over Redundant Residue Number System (RRNS)
Codes. We describe distortion-less RRNS based steganographic schemes, analyse their …

Forward and Reverse Converters for the Moduli-Set

G Jaberipur, B Nadimi, R Kazemi, JA Lee - arxiv preprint arxiv …, 2024 - arxiv.org
Modulo-$(2^ q+ 2^{q-1}\pm 1) $ adders have recently been implemented using the regular
parallel prefix (RPP) architecture, matching the speed of the widely used modulo-$(2^ q\pm …

Rns-based image processing

N Chervyakov, P Lyakhov - … Systems Design with Special Arithmetic and …, 2017 - Springer
In this chapter we consider the features of the Residue Number System application for digital
image processing. The tasks of digital image processing are very diverse in their methods of …

Hardware implementation of video processing device using residue number system

DI Kaplun, NI Chervyakov, PA Lyakhov… - 2019 42nd …, 2019 - ieeexplore.ieee.org
This paper considers the creation of video signal processing device. Important performance
criteria of these devices are speed and power consumption. We used an Alinx AX309 board …

High-speed smoothing filter in the Residue Number System

NI Chervyakov, PA Lyakhov… - … , Data Mining, and …, 2016 - ieeexplore.ieee.org
In this paper we propose a new architecture of a smoothing filter in the RNS. The problem of
computationally complex division operation performing is solved by replacing this operation …