?
Neural Network for Real-Time Object Detection on FPGA
P. 719-723.
Cham : Springer, 2018
The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018. The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; ...
Added: October 31, 2018
Сливницин П. А., Mylnikov L., Информатика и автоматизация (Труды СПИИРАН) 2023 Т. 22 № 3 С. 511-540
The paper’s goal is to develop a methodology and algorithm for the recognition of objects in the environment, keeping the quality with an increasing number of objects. For this purpose, the following problems were solved: recognition of the shape features, estimation of relations between features, and matching between the found features and relations and the ...
Added: May 24, 2023
Springer, 2018
The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.
The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; ...
Added: October 30, 2018
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
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
Savchenko A., Optical Memory and Neural Networks (Information Optics) 2012 Vol. 21 No. 4 P. 219-226
An ensemble of classifiers has been built to solve the problem of video image recognition. The paper offers a way to estimate the a posteriori probability of an image belonging to a particular class in the case of an arbitrary distance and nearest neighbor method. The estimation is shown to be equivalent to the optimal ...
Added: January 18, 2013
V. V. Klinshov, Smelov P. S., Kirillov S. Y., Chaos 2023 Vol. 33 No. 6 Article 061101
Finite-size effects may significantly influence the collective dynamics of large populations of neurons. Recently, we have shown that in globally coupled networks these effects can be interpreted as additional common noise term, the so-called shot noise, to the macroscopic dynamics unfolding in the thermodynamic limit. Here, we continue to explore the role of the shot ...
Added: December 4, 2023
Fedorova E., Осетров Р. А., Демин И. С. et al., Российский журнал менеджмента 2017 Т. 15 № 4 С. 441-462
The paper is devoted to the analysis of CEO letters as an instrument for influencing the expectations of shareholders and potential investors. The aim of the research is to analyze empirically the influence of semantic characteristics of CEO letters on financial indicators of the company. The authors suggested that CEO letter’s tonality, its length and ...
Added: October 23, 2018
Pospelov I. G., В кн. : III Моисеевские чтения: Культура и гуманитарные проблемы современной цивилизации: доклады и материалы Общероссийской (национальной) научной конференции. Москва, 11–12 марта 2020 г. : М. : Издательство Московского гуманитарного университета, 2020. Гл. 1. С. 3-10.
Текст опирается в основном на главу "Моделирование экономических структур" (Поспелов, 2003). Описанная в главе 11.2 книги система ЭКОМОД базируется в значительной степени на материале курса лекций "Системный анализ рыночной экономики", который я долгое время продолжаю читать в МФТИ (Системный анализ, 2018). В этой брошюре, в частности, более подробно и последовательно, чем в первой из названных ...
Added: December 8, 2020
Zunin V., Romanov A., Проблемы разработки перспективных микро- и наноэлектронных систем (МЭС) 2021 № 2 С. 83-90
The paper provides an overview of the current state of the implementation of neural networks and their methods of execution. A detailed description of the main components of the Intel® OpenVINO ™ Toolkit for executing neural networks on various Intel hardware platforms (CPU, GPU, Neural Compute Stick 2) is considered. The works in which this ...
Added: February 15, 2023
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
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
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
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
Ломотин К. Е., Romanova I., В кн. : ФЭЭ 2017: Физика, Электроника, Электротехника. Материалы научно-технической конференции. : Сумы : СумДу, 2017. С. 152-152.
В процессе обработки текстов остро встает проблема нехватки производительности. Семантические и статистические модели документов требуют сложных вычислений, которые могут занимать длительное время. Эта проблема является преградой на пути внедрения последних разработок в области классификации текстов. В данной работе рассматривается проект аппаратного модуля, реализующего классификацию входящих документов по заданным тематикам. ...
Added: July 31, 2017
Arkhipova M., Экономика региона 2022 Т. 18 № 2 С. 581-594
The article examines new methodologies for modelling crop yield in agricultural regions of Russia based on the use of remote capabilities to get information on the field state. The proposed approach can be applied to develop indicator systems and create methodological platforms and models necessary to obtain more accurate estimates. In comparison with the traditional ...
Added: January 12, 2023
Osipov D., Евразийский филологический вестник 2023 No. 2 P. 21-39
The metaverse is a shared, virtual space, accessible to users worldwide, offering a platform for global interaction. The physical barriers of geographical location and time are non-existent, allowing for seamless connectivity and interaction. Language barriers within and between metaverses present substantial impediments to fluid interaction and collaboration. Failure to address this linguistic divergence can stifle ...
Added: March 19, 2024
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
Pushkarev E., Вестник Южно-Уральского государственного университета. Серия: Лингвистика 2015 Т. 12 № 4 С. 56-60
The paper theorizes on the general architectonics of idealized cognitive models (ICMs) and their involvement in metonymy and metaphor. The article posits that an ICM's structure should reflect the architecture of the neural network/s engaged in processing of a given concept. The ICM nodes, or cogs, construct a complex, hierarchically organized neural connections, with the ...
Added: December 8, 2015
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
Akopov A. S., Аудит и финансовый анализ 2010 № 3 С. 310-317
In work the developed model of adaptive management by the vertically integrated companies based on the system approach supporting the mechanism of an operational management in a uniform cycle of strategic planning, within the limits of faster time is presented. Thus for a finding of optimum values of operating parameters special algorithms of a class ...
Added: September 28, 2012
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
Semenenko M. G., Kniazeva I. V., Beckel L. S. et al., , in : IOP Conference Series: Materials Science and Engineering, Volume 537, Issue 3. Vol. 537. Issue 3.: Institute of Physics Publishing (IOP), 2019.
Added: October 20, 2021
Nazarova V., Ульзутуева Б. Д., Управление финансовыми рисками 2016 № 1 (45) С. 42-57
The first part of the issue gives general information about foreign exchange market (FOREX), review of forecasting foreign exchange rate is given. In addition we will consider the new model of nonlinear analysis to give a broader theoretical basis to the research - an artificial neural network (ANN).The nonlinear analysis and the ANN is still ...
Added: February 13, 2017