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Разработка аппаратного модуля классификации текстовых документов на базе ПЛИС
С. 152-152.
Ломотин К. Е., Romanova I.
In book
Сумы : СумДу, 2017
Romanov A., Ломотин К. Е., Козлова Е. С., Информационные технологии 2017 Т. 23 № 6 С. 418-423
The paper deals with the applicability of modern machine learning methods to the problem of automatic generation of UDC for scientific articles. As the classifiers, such models as artificial neural networks, logistic regression and boosting are considered. Graph algorithms and a prototype software module to generate UDC are designed. ...
Added: July 30, 2017
Rzaev E., Romanov A., , in : 2021 International Russian Automation Conference (RusAutoCon). : IEEE, 2021. P. 421-425.
Added: September 25, 2021
Romanov A., Communications of the ACM 2022 Vol. 65 No. 10 P. 8-9
InnovateFPGA: Wrong Strategy Drives One of the Best FPGA Development Contests into Crisis
On June 23, 2022, the Grand Final of one of the key international FPGA design contests—www.innovatefpga.com
—was held in San Jose, CA. Writing on the eve of this important event, I would like to share my views on this contest:
What it was, what it has become, and why the crisis has happened. ...
Added: October 3, 2022
Тарасов Д. А., Зайцева Л. В., Romanov A., В кн. : Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов им. Е.В. Арменского. : М. : МИЭМ НИУ ВШЭ, 2017. С. 346-347.
Работа посвящена практическому применению аппаратной платформы ПЛИС для реализации алгоритмов шифрования и формирования электронно-цифровой подписи. В качестве исследуемых алгоритмов были выбраны AES для шифрования сообщений и RSA для электронно-цифровой подписи. ...
Added: May 7, 2017
Кусакин И. К., Цурупа А. М., Алмакаев А. В. et al., В кн. : НТИ-2022. Научная информация в современном мире: глобальные вызовы и национальные приоритеты : материалы 10-ой научной конференции с международным участием, посвященной 70-летию ВИНИТИ РАН, Москва, 25–26 октября 2022 года. : М. : ВИНИТИ РАН, 2022. С. 103-109.
This work is devoted to the study of approaches for training BERT-based classifiers of scientific articles to implement the application with the adoption of the best models for use in the infrastructure of the VINITI RAS. For this purpose, the BERT linguistic model was trained on a specialized corpus of scientific texts for subsequent use ...
Added: January 31, 2023
Karpov N., Demidovskij A., Malafeev A., , in : Supplementary Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts (AIST-SUP 2017), Moscow, Russia, July 27-29, 2017. Vol. 1975.: Aachen : CEUR-WS.org, 2017. P. 69-78.
This paper presents a method to analyze discussions from social network by using deep learning. We have prepared a new dataset by collecting discussions from a social network and annotating remarks of the discussion. The annotation consists of two types of labels for each message: intention type and direction of intention. Using this dataset and ...
Added: November 14, 2017
Durandin O., Zolotykh N., Хилал Н. Р. et al., Научно-технический вестник информационных технологий, механики и оптики 2017 № 1(107) С. 110-116
Subject of Research.We propose an approach for solving machine learning classification problem that uses the information about the probability distribution on the training data class label set. The algorithm is illustrated on a complex natural language processing task - classification of Arabic dialects. Method. Each object in the training set is associated with a probability distribution over ...
Added: February 8, 2017
Malafeev A., Nikolaev K., , in : Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers. Communications in Computer and Information Science. Vol. 1086.: Springer, 2020. P. 154-159.
In this paper, a deep learning method study is conducted to solve a new multiclass text classification problem, identifying user interests by text messages. We used an original dataset of almost 90 thousand forum text messages, labeled for ten interests. We experimented with different modern neural network architectures: recurrent and convolutional, as well as simpler ...
Added: November 7, 2019
A. Lorens, G. Petukhov, I. Romanova, , in : 2022 International Russian Automation Conference (RusAutoCon). : IEEE, 2022. P. 623-627.
This paper presents the development of the remote stand for the HSE MIEM CAD Laboratory, which allows students to do laboratory work asynchronously. Currently, there is not enough face-to-face work of students in educational laboratories; it is important to be able to use the equipment of laboratories at any time, not limited to the time ...
Added: October 3, 2022
Solovyev R. A., Telpukhov D. V., Romanova I. I. et al., , in : Proceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021. : IEEE, 2021. P. 2029-2034.
The paper proposes methodology for transferring architecture of modern neural network CenterNet to FPGA. CenterNet is a OneStage object detector that is used to detect and locate objects in images. Although this neural network has simple decoder, it shows good performance in terms of accuracy. Very high operation speed of the neural network hardware is ...
Added: August 8, 2021
Aminev D., Батов А. А., Системы и средства связи, телевидения и радиовещания 2008 С. 95-97
Provides an overview of the different ways to implement the high-speed I/O data to the PC using FPGA based on the use of commercially available modules. The possibility of developing a specialized unit that provides the present-simplification of the equipment. ...
Added: July 13, 2013
Кусакин И. К., Федорец О. В., Romanov A., Научно-техническая информация. Серия 2: Информационные процессы и системы 2022 Т. 12 С. 6-9
This paper discusses modern approaches to natural language processing and appliance of artificial intelligence technologies in the task of classifying scientific texts in Russian. The report contains an analysis of implementations of text vectorization methods, a description of experiments with training various classifier models: from classical machine learning algorithms to neural network transformer architectures. ...
Added: January 31, 2023
Romanov A., Lomotin K.E., Kozlova E.S. et al., , in : 2016 International Siberian Conference on Control and Communications (SIBCON). Proceedings. : M. : HSE, 2016. Ch. 543fu4t.
In this work realization of automatic scientific articles classification according to Universal Decimal Classifier is presented. Efficiency of neural networks technologies application for current task is researched, and optimal neural network structure and parameters are offered ...
Added: June 11, 2016
Polyakov I. V., Соколова Т. В., Chepovskiy A. et al., Вестник Новосибирского государственного университета. Серия: Информационные технологии 2015 Т. 13 № 2 С. 55-63
This paper presents a text classification method based on mutual information method. It was shown that word stems are universal features for text classification problem ...
Added: October 24, 2015
Баран Е. Д., Romanov A., М. : ДМК Пресс, 2023
В этой книге изложены основы проектирования реконфигурируемых систем в среде графического программирования LabVIEW, дополненной модулем
LabVIEW FPGA. Приведен обзор разновидностей ПЛИС, модулей ввода-вывода
классической архитектуры и модулей с реконфигурируемыми каналами вводавывода производства National Instruments. Рассмотрены основные компоненты
и инструменты среды проектирования, на реальных примерах показана методика разработки и отладки распределенных и встраиваемых систем измерения,
управления и тестирования. Описан полный ...
Added: November 4, 2023
Измайлова Л. Г., Белоруков А. М., Romanov A., Проблемы разработки перспективных микро- и наноэлектронных систем (МЭС) 2022 № 4 С. 117-121
Remote laboratories are of growing interest to researchers around the world. Such laboratories are mainly created for specific learning conditions, so it is impossible to fully use a third-party laboratory for conducting online classes at the MIEM, HSE University, in disciplines where FPGAs (programmable integrated logic circuits) are used. The proposed solution is a remote ...
Added: December 7, 2022
Romanov A., Панчул Ю. В., Romanova I. et al., М. : ДМК Пресс, 2020
Книга представляет собой расширенный практический курс, ориентированный на язык Verilog и обеспечивающий возможность выполнения практических задач на дешевых отладочных платах. Этот практикум дополняет
и объединяет теоретические курсы по цифровой логике, языкам описания
аппаратуры, компьютерной архитектуре и микроархитектуре, а также подготавливает студентов к работе с промышленными процессорными ядрами, к созданию специализированных вычислителей (например, ускорителей нейросетей) и курсов VLSI ...
Added: January 1, 2021
Kharlamov A. A., , in : Neuroinformatics and Semantic Representations: Theory and Applications. : Cambridge Scholars Publishing, 2020. P. 156-167.
На основе представлений об обработке информации в мозге человека [1] реализована технология автоматической смысловой обработки текстов TextAnalyst, позволяющая выявить ключевые понятия текста в их взаимосвязях, реализовать реферирование текстов и их смысловое сравнение (классификацию). Реализованы продукты, использующие функциональность этой технологии: персональный – TextAnalyst, и библиотека COM модулей – TextAnalyst SDK. ...
Added: December 7, 2021
Vnukov A., Егоров И. В., Горный информационно-аналитический бюллетень (научно-технический журнал) 2014 № 1 С. 238-241
This article deals with digital image scaling and optimizing of calculations by means of parallel processing. It is argued that the most efficient structure for this task is that of many-staged processing. Ii proposed to use FPGA as the hardware basis. The main velocity advantage of pipelined approach as compared with one-pass processing is the ...
Added: May 27, 2014
Rzaev E., Khanaev A., Amerikanov A., , in : 2021 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM). : IEEE, 2021. P. 719-723.
Added: July 4, 2021
Romanova I., Сороколат В. В., В кн. : Физика, электроника, электротехника: 2015. Материалы научно-технической конференции. : Сумы : СумДу, 2015. С. 178-178.
Предлагается выполнять постепенное переоснащение и замену большинства систем управления подвижного состава на системы на кристалле, что не будет требовать значительных переделок, так как структура и логика работы таких систем остается, но обеспечивается более высокий уровень интеграции, надежности и производительности таких систем. ...
Added: March 15, 2017
Sergey Smetanin, Mathematics 2022 Vol. 10 No. 16 Article 2947
Policymakers and researchers worldwide are interested in measuring the subjective well-being (SWB) of populations. In recent years, new approaches to measuring SWB have begun to appear, using digital traces as the main source of information, and show potential to overcome the shortcomings of traditional survey-based methods. In this paper, we propose the formal model for ...
Added: August 15, 2022
Byzov A., Социология: методология, методы, математическое моделирование 2019 № 49 С. 131-160
Throughout most of their history, sociologists have sought to study unstructured organic texts: newspaper materials, diaries, memoirs, letters, documents, and, more recently, messages, publications and other texts on various online platforms. This article discusses how modern techniques of text mining can improve classical sociological approaches to the analysis of this type of data. The article ...
Added: December 9, 2019
Aminev D., Техника средств связи. Серия: Техника телевидения 2009 № 1 С. 25-30
Are the main features of CAD software used in the development of equipment using FPGA. Is an example of job creation projects FPGA. Discusses some common problems and suggest ways to address them. ...
Added: July 13, 2013