Optimization of neural network computation with use of residual number system for tasks of design of neural network systems of automatic control

EE Tikhonov, AI Sosin… - 2018 International Multi …, 2018 - ieeexplore.ieee.org
The article is devoted to the description of approaches to the solution of the actual problem
of optimization of neural network calculations using the non-position number system …

A method for decimal number recovery from its residues based on the addition of the product modules

M Karpinski, S Rajba, S Zawislak… - 2019 10th IEEE …, 2019 - ieeexplore.ieee.org
A Method for Decimal Number Recovery from its Residues Based on the Addition of the Product
Modules Page 1 The 10th IEEE International Conference on Intelligent Data Acquisition and …

Development of prognostic neural network models based on non-positional coding for automatic control systems

EE Tikhonov, AI Sosin - 2018 International Multi-Conference on …, 2018 - ieeexplore.ieee.org
The article is devoted to the discussion of the problems of development of predictive neural
network models based on the residual number system and the use of modular arithmetic to …

A New Approach to Efficient and Secure Fixed-Point Computation

TK Frederiksen, J Lindstrøm, MW Madsen… - … Conference on Applied …, 2024 - Springer
Abstract Secure Multi-Party Computation (MPC) constructions typically allow computation
over a finite field or ring. While useful for many applications, certain real-world applications …

On modular (CRT-based) secret sharing

NN Shenets - Journal of Computer Virology and Hacking Techniques, 2024 - Springer
Secret sharing scheme (SSS) allows to share some secret s among n parties in such a way
that only certain subsets of them can recover the secret. The first SSSs were independently …

Algorithmic support for rabin cryptosystem implementation based on addition

S Ivasiev, M Kasyanchuk, I Yakymenko… - 2020 10th …, 2020 - ieeexplore.ieee.org
This paper deals with algorithmic support for Rabin cryptosystem implementation based on
addition without performing computationally expensive arithmetic operations. Due to this …

Методологія опрацювання багаторозрядних чисел в асиметричних криптосистемах

ММ Касянчук, МП Карпінський… - Ukrainian Information …, 2019 - jrnl.nau.edu.ua
На сьогоднішній день збільшення довжини ключа неминуче приводить до зростання
об'ємів обчислень для захисту інформаційних потоків при використанні асиметричних …

Integrated photonics architectures for residue number system computations

J Peng, Y Alkabani, S Sun, VJ Sorger… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Residue number system (RNS) can represent large numbers as sets of relatively smaller
prime numbers. Architectures for such systems can be inherently parallel, as arithmetic …

Theoretical Bases for Reducing the Time Complexity of the Rabin Cryptosystem

M Kasianchuk, I Yakymenko, M Karpinski… - … on Computer Science …, 2020 - Springer
The paper presents the theoretical bases for reducing the time complexity while
implementing the Rabin cryptosystem. This becomes possible due to replacing the …

[PDF][PDF] Same Bit-Size Moduli Formation of Residue Number System for Application in Asymmetric Cryptography.

M Kasianchuk, I Yakymenko, V Yatskiv… - …, 2021 - star.informatik.rwth-aachen.de
This paper presents three methods (factorization, exhaustive search and replacement) of
four equal bit size moduli sets formation in a residue number system modified perfect form …