• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Book chapter
  • Разработка аппаратного модуля классификации текстовых документов на базе ПЛИС
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.
June 4, 2026
Machine Learning Models Can Help Reduce Volatility and Boost Stock Market Returns
The use of machine learning models makes it possible to achieve greater accuracy in predicting risks in the Russian stock market compared to classical econometric approaches. The predictive power of these models increases by 23%, while the average investor’s return can reach up to 13% per annum. These conclusions were drawn by Nikita Lysenok from the Department of Financial Market Infrastructure at the HSE Faculty of Economic Sciences. The paper has been published in Fundamental and Applied Mathematics.
June 3, 2026
Pocket Money, Personal Interest, and Family Practices: What Shapes Students Economic Literacy?
University students' economic literacy depends not only on their field of study but also on their interest in economics, the learning environment, and family financial practices. For example, students who received pocket money irregularly tend to perform better on economic literacy tests than their peers who received financial support on a regular basis. These findings come from a study conducted by HSE University involving more than 1,100 students from five Russian universities. The findings have been published in Cakrawala Pendidikan.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Разработка аппаратного модуля классификации текстовых документов на базе ПЛИС

С. 152–152.
Ломотин К. Е., Romanova I.
Language: Russian
Full text
Text on another site
Keywords: FPGAПЛИСклассификация текстовtext classification

In book

ФЭЭ 2017: Физика, Электроника, Электротехника. Материалы научно-технической конференции
Сумы: СумДу, 2017.
Similar publications
Дискриминативная лемматизация сокращений в эпоху LLM
Глазкова А. В., Смаль И. В., Lyashevskaya O. et al., Доклады Российской академии наук. Математика, информатика, процессы управления (ранее - Доклады Академии Наук. Математика) 2025 Т. 527 С. 146–155
This paper presents a study on the effectiveness of discriminative methods for abbreviation lemmatization in Russian texts. Unlike generative approaches, discriminative models select the optimal lemma from a fixed set of candidates, eliminating the risk of generating grammatically incorrect word forms. For the first time in Russian language processing, we conduct a comprehensive analysis of ...
Added: March 10, 2026
Transformer-based approaches for lemmatizing abbreviations in Russian texts
Glazkova A., Lyashevskaya O., Morozov D. et al., Journal of Mathematical Sciences 2025 Vol. 546 P. 32–47
This paper addresses the task of lemmatizing abbreviations in the Russian language. Abbreviation lemmatization is particularly challenging, as it involves not only transforming a word into its normal form but also correctly expanding the abbreviation. We explore two approaches to this task, both leveraging large pretrained language models. The first approach is generative, where the ...
Added: March 10, 2026
Hardware-Software Complex for Network-on-Chip Prototyping Using Multiple FPGAs
Mikhail Y. Romashikhin, Aleksandr Y. Romanov, IEEE Access 2026 Vol. 14 P. 7921–7931
This paper presents a hardware-software multi-FPGA complex designed for hardware prototyping of networks-on-chip (NoCs). The rationale for the use of multiple FPGAs for NoC prototyping is given. The architecture of the complex and its components–the software part generating top-level files and configuration files describing the NoC for several FPGAs, hardware part consisting of interfacing switches ...
Added: January 22, 2026
Photon-Counting Optical Time Domain Reflectometer Using Superconducting Nanowire Single Photon Detector Based on Time to Digital Converter
Mazen Makhlouf, Elezov M., Ozhegov R. et al., , in: Proceedings of the 2025 7th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE).: United States of America: IEEE, 2025. P. 1–5.
High-resolution photon-counting optical time-domain reflectometry (PC-OTDR) is crucial for the development of fiber-optic sensing and network diagnostics, allowing accurate fault location and long-haul performance optimization. A major step forward for OTDR is reported by combining a superconducting nanowire single-photon detector (SNSPD) with a low-cost FPGA-based time-to-digital converter (TDC) to perform high-resolution measurements over 150 km ...
Added: January 12, 2026
Проектирование FPGA в Quartus
Romanova I., Amerikanov A., Romanov A., М.: ДМК Пресс, 2025.
Программируемые логические интегральные схемы (ПЛИС, FPGA) составляют основу современных цифровых систем и широко используются на всех этапах их внедрения – начиная от проведения экспериментальных исследований до разработки и создания конкретного оборудования. ПЛИС широко применяются в системах обработки аудио- и видеосигналов, системах обработки сетевого трафика, ускорителях вычислений и т. д. Поэтому подготовка специалистов, которые могут эффективно применять ПЛИС во всех ...
Added: January 8, 2026
Digital Filtering Algorithms for Signal Processing in NoCs
M. Y. Romashikhin, , in: 2025 International Russian Automation Conference (RusAutoCon).: IEEE, 2025. P. 225–230.
This paper discusses the application of networks-on-chip (NoCs) for solving DSP problems. NoC is a promising architecture for organizing multicore DSP systems due to scalability and parallel data transfer between IP-cores. Filtering was chosen as a task for signal processing in this work. A technique for partitioning the filtering task into multiple network nodes. An ...
Added: October 2, 2025
Photon-Counting Optical Time Domain Refloctometer Using Superconducting Nanowire Single Photon Detector based on Time To Digital Converter
Махлуф М., Electrical and Power Engineering (REEPE) 2025 P. 1–5
Abstract— High-resolution photon-counting optical time-domain reflectometry (PC-OTDR) is crucial for the development of fiber-optic sensing and network diagnostics, allowing accurate fault location and long-haul performance optimization. A major step forward for OTDR is reported by combining a superconducting nanowire single-photon detector (SNSPD) with a low-cost FPGA-based time-to-digital converter (TDC) to perform high-resolution measurements over 150 ...
Added: April 29, 2025
ИЗМЕРЕНИЕ ВРЕМЕННОГО РАЗРЕШЕНИЯ РАЗРАБОТАННОГО ДВУХКАНАЛЬНОГО ВРЕМЯ-ЦИФРОВОГО ПРЕОБРАЗОВАТЕЛЯ НА ОСНОВЕ XILINX ZYNQ SOC 7000
Махлуф М., Elezov M., Ежегодная межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов имени Е.В.Арменского 2023 С. 223–225
В данной работе рассматривается время-цифровой преобразователь (TDC) на плате Xilinx Zynq 7Z007S SoC, который является низкобюджетным ПЛИС. TDC основан на внутренней линии задержки с ответвлениями для точного измерения времени методом старт-стоп. Временное разрешение TDC составляет 17.0±1.3 пс (rms jitter). ...
Added: December 3, 2024
Разработка архитектур удаленных лабораторий для обучения проектированию на ПЛИС
Amerikanov A., Винарский В. М., Evtushenko L. et al., Информационные технологии 2025 Т. 31 № 3 С. 124–130
В статье представлены различные архитектуры удаленных лабораторий для доступа к отладочным платам ПЛИС. Рассмотрены особенности построения инфраструктуры для удаленного доступа к стендам с отладочными платами и обеспечения безопасности, модульности, адаптивности, виртуализации, резервирования и контейнеризации. Полученные результаты позволяют обеспечить удаленный доступ к оборудованию учебных лабораторий и могут быть использованы в сфере образования, а также в производстве ...
Added: November 15, 2024
Method of the Simultaneous Multi-axis Motor Control for Actuator’s Positioning
Maksim Popov, Romanov A., Lecture Notes in Networks and Systems 2024 Vol. 1013 P. 341–350
The article considers a combined hard and software method for generation of a high-determined control sequence of pulses for stepper and servo motors to perform multi-axis actuator’s positioning which is typical for CNC equipment. Simulation in MATLAB/Simulink IDE is performed to predict possible distortion of control sequence in a case of pulse generation for two ...
Added: August 18, 2024
Цифровой синтез: RISC-V
Amerikanov A., Антонов А. А., Барабанов А. В. et al., М.: ДМК Пресс, 2024.
Данная книга продолжает серию «Книжная полка Истового инженера», которая издается при поддержке компании YADRO. Издание подготовлено к публикации Московским институтом электроники и математики им. А. Н. Тихонова НИУ ВШЭ совместно с издательством «ДМК Пресс». Перед вами расширенный курс, ориентированный на язык Verilog и обеспечивающий возможность выполнения практических задач на недорогой отладочной плате или виртуальном/удаленном стенде ...
Added: June 14, 2024
USB 3.0 Based Heterogeneous Data High-Speed Transfer Subsystem
Popov M. A., Shishova M., Romanov A., , in: 2023 International Ural Conference on Electrical Power Engineering (UralCon).: Magnitogorsk: IEEE, 2023. P. 200–204.
Development of a high-speed data transfer subsystem to connect a computer and an external equipment is very relevant for a wide variety of areas - industry, medicine, scientific research and many others. At first glance, modern high-speed interfaces provide all the possibilities to complete the task. In practice, developers face a number of difficulties that ...
Added: June 14, 2024
2023 International Ural Conference on Electrical Power Engineering (UralCon)
Magnitogorsk: IEEE, 2023.
Added: June 14, 2024
Hardware-Software Complex for Prototyping NoCs Using a Few FPGA Chips
Mikhail Romashikhin, Romanov A., , in: 2023 International Russian Automation Conference (RusAutoCon) 10-16 Sept. 2023.: Sochi: IEEE, 2023. P. 330–334.
This article describes a hardware and software complex for prototyping networks on a chip (NoCs) using multiple FPGAs. The rationale for using FPGAs to verify the RTL model of NoCs is given. The necessary software has been developed to automate the generation of configuration files (bitstream) for FPGA. The software divides the description of the ...
Added: June 13, 2024
Implementation of Regular Topologies for NoCs Based on schoolMIPS Soft-Processor Cores
Mikhail Yu. Romashikhin, , in: Proceedings 2024 International Russian Smart Industry Conference (SmartIndustryCon), 25-29 March 2024.: Sochi: IEEE, 2024. P. 104–108.
This article describes the implementation of regular topologies for networks-on-chip. The complexity of network development and its main parameters depend on the choice of topology. The rationale for the influence of topology on network bandwidth is given. Software that automates the generation of configuration files (bitstream) for the implementation of networks-on-chip with different topologies and ...
Added: May 13, 2024
Эмоциональный анализ постов в ВКонтакте: классификатор или регрессор
Kolmogorova A., Калинин А. А., В кн.: Компьютерная лингвистика и интеллектуальные технологии: по материалам международной конференции «Диалог 2022», выпуск 21Вып. 21.: Изд-во РГГУ, 2022. С. 311–322.
The article summarizes the results of two tasks in machine learning paradigm: the task of classification according to the criterion of dominating emotion on the data of social networks posts in Russian and the regression task using the same data. The experiments are conducted on the data set collected from VKontakte social network and consisted of 3879 posts ...
Added: March 18, 2024
Machine learning approach for scientific and technical expertise
A. V. Belov, E. A. Egorova, Bulletin D. Serikbayev East Kazakhstan Technical University 2023 No. 4 P. 92–102
When conducting scientific and technical expertise, it is necessary to analyze the texts of reports on scientific research work. The analysis is carried out in order to determine whether the research being conducted belongs to the class of scientific research and development work in the field of IT. This article discusses the tasks of binary ...
Added: March 9, 2024
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit