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Quantum Entanglement-based Deep Convolutional Neural Networks 20

Quantum Entanglement-based Deep Convolutional Neural Network...

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21st international conference on computer Systems and Technologies, CompSysTech 2020

作者： Andreev, Desislav Lazarova, Milena Department Computer Systems Technical University - Sofia Sofia Bulgaria

ISBN: (纸本)9781450377683

The paper presents a quantum-based approach for modeling deep neural networks. Quantum entanglement-based neural network model is described, that utilizes several quantum phenomena applied to the connections of the network structures. The concept of tensor networks and their relation to the quantum neural network modeling is presented. A quantum entanglement-based deep convolutional neural network model is suggested based on the classical VGG16 model. The network architecture, the possibilities for its implementation using quantum logic circuits and through simulation on classical computer as well as the quantum neural network training are also discussed in the paper. © 2020 ACM.

关键词： Quantum entanglement

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Room Frequency Response Equalization Using Modified X-Filtered Adaptive Algorithms

Room Frequency Response Equalization Using Modified X-Filter...

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Siberian conference on Control and Communications (SIBCON)

作者： Victor Djigan Institute for Design Problems in Microelectronics of RAS Moscow Russia

ISBN: (纸本)9781665476294

This article presents a technology of the acoustic frequency response equalization. It is based on the usage of the modified x-filtered adaptive algorithms in the equalizers. Comparing to the traditional x-filtered algorithms, the modified ones allow to accelerate the equalizer convergence if the computationally simple LMS or the NLMS adaptive algorithms based on the gradient search strategy are used for the equalizer weights computation. Besides, the modification allows to use the computationally complex but simultaneously efficient RLS adaptive algorithms in the x-filtered mode because the algorithms cannot be used in the traditional x-filtered mode. The proposed equalizer architectures and the computational procedures of the traditional and modified adaptive filtering algorithms are presented. simulation demonstrates a better performance of the modified algorithms comparing to the traditional ones in the following terms: the equalized frequency response ripple value, the proximity of the PSD curves of the undistorted speech signal and the signal passed through the equalizer and acoustic medium, the initial duration of the transient response of the error signal and the response steady-state value.

关键词： Transient response Gradient methods Computational modeling computer architecture Filtering algorithms Frequency response Acoustics

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computer modeling and practical realization of chaotic circuit with a light-emitting diode 14

Computer modeling and practical realization of chaotic circu...

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14th international conference on Correlation Optics

作者： Rusyn, Volodymyr Samila, Andrii Skiadas, Christos Yuriy Fedkovych Chernivtsi Natl Univ Dept Radio Engn & Informat Secur 2 Kotsjubynskyi Str UA-58000 Chernovtsy Ukraine Tech Univ Crete Dept Prod Engn & Management Khania Greece

ISBN: (纸本)9781510635111

A novel simple autonomous optoelectronic circuit that demonstrate chaotic behavior is presented. In this circuit a light-emitting diode is a simple optoelectronic element. The mathematical model that contain exponential nonlinearity and six terms with two parameters is described by three first-order ordinary differential equations. A great interest is the simulation that using different software environments allows to demonstration different information properties of chaotic oscillations. For modelling of information properties of the chaotic system and demonstrate results was selected one of the modern software LabView (LabView-2015 (32-bit version for Windows). Temporal dependence of the system is discussed, the chaotic attractors are found and the signal spectrum is given.

关键词： nonlinear optics computer modeling LabView

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Freemium Spectrum Sharing and Pricing

Freemium Spectrum Sharing and Pricing

引用

international conference on Software, Telecommunications and computer Networks (SoftCOM)

作者： Łukasz Kułacz Adrian Kliks Poznan University of Technology Poznan Poland

The pervasive virtualization of communication networks, including wireless networks, as well as the increasing proliferation of softwarized solutions in wireless communications pave the way for the highly flexible approach for spectrum sharing and pricing. In this paper, the popular idea of freemium licensing is applied to dynamic spectrum sharing and pricing. The proposed softwarized solution is evaluated by means of computer simulations, showing the benefits of such elastic solutions.

关键词： Wireless networks computer simulation Computational modeling Pricing Licenses Market research Software

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computer simulation of Microprofile Strain Under Orthogonal Impact at Constrained Load. Part 1 6th

Computer Simulation of Microprofile Strain Under Orthogonal ...

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6th international conference on Industrial Engineering, ICIE 2020

作者： Vulykh, N.V. Vulykh, A.N. Irkutsk National Research Technical University 83 Lermontov St. Irkutsk664074 Russia Irkutsk State Agrarian University named after A.A. Ezhevsky 1/1 Molodyozhny Irkutsk664038 Russia

ISBN: (纸本)9783030548162

The improvement of surface plastic deforming technology is pertinent in the machine-building technology and constitutes optimization of deforming processes while forming microgeometry of the surface. Today the requirements for processing accuracy, surface finish, fatigue strength, and durability of products are becoming more demanding. The paper presents the processes of the local surface strain of machine components. It is stated that, after edge-cutting machining, real surface of machine components is longitudinally V-shaped. It is shown that the mechanism of how the microshape changes is not sufficiently investigated yet due to its volatility and other obstructive factors. The authors provide the mechanism of how the microroughness model changes its shape under the strain impact commensurate to the initial microshape height. Also, the paper shows how the microshape height reduction affects the base angle of the deformed microshape, relative width of the contact area, and behavior of the microshape valley point under constrained load. Lead, tin, aluminum, and copper are used as the material for samples. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Constrained strain Elasto-plastic strain Finite-element modeling Roughness modeling Surface microprofile

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Predictive Voltage Control for Direct Matrix Converter fed System without Load Side modeling 6

Predictive Voltage Control for Direct Matrix Converter fed S...

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6th IEEE international conference on Computing, Communication and Automation, ICCCA 2021

作者： Qazi, Sohaib Mir, Tabish Nazir Bhat, Abdul Hamid Singh, Bhim Tricoli, Pietro Mathematics and Computer Science University of Twente Faculty of Electrical Engineering Enschede Netherlands Birmingham Centre for Railway Research and Education University of Birmingham Edgbaston United Kingdom National Institute of Technology Department of Electrical Engineering Jammu and Kashmir Srinagar India Indian Institute of Technology Delhi Department of Electrical Engineering New Delhi India

ISBN: (纸本)9781665414739

Predictive control techniques have substantially alleviated the complexity of controlling direct matrix converters. However, inaccurate knowledge of the system model parameters can lead to poor converter performance especially when the source or load side parameters are susceptible to variation. This paper presents a method to address these issues in the form of a predictive voltage control strategy that enables usage of the converter for generic applications, wherein the nature of load is unknown and a mismatch in source side model is corrected using an appropriate reference current generation scheme. Moreover, due to lack of intermediate energy storage elements in a matrix converter, any disturbance occurring on the supply side is reflected at the load side terminals. The performance of the system is investigated under such conditions to validate robustness of the proposed method. Further, the simultaneous control of the input and output stages is carried out while controlling the switching frequency in the system and a strategic cost function formulation is adopted to optimally control multiple objectives. simulation results to illustrate the effectiveness of the paper are presented in detail. © 2021 IEEE.

关键词： Matrix converters

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Multi-agent simulation of epidemics' distribution on modern supercomputers 23

Multi-agent simulation of epidemics' distribution on modern ...

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23rd international conference "Enterprise Engineering and Knowledge Management", EEKM 2020

作者： Lapshina, Svetlana Joint Supercomputer Center Russian Academy of Sciences Branch of Federal State Institution Scientific Research Institute for System Analysis of the Russian Academy of Sciences Lenin Ave. 32 a Moscow119334 Russia

The possibility of using modern supercomputers in solving the resource- intensive tasks of multi-agent modeling of the spread of mass epidemics based on the theory of growth of percolation clusters is considered in this article. The determination of quarantine zones during the spread of epidemics is based on the multi-agent percolation model. It includes the formation of a lattice of interaction between representatives of the population, modeling the spread of the disease, collecting information about the population, implementing a parallel algorithm for multiple labeling of percolation clusters with a linking technique for labels, visualizing the results. The article describes a variant of the algorithm for multiple labeling of Hoshen-Kopelman percolation clusters, improved for use on a multiprocessor system, and the current prototype of its implementation developed at the JSCC RAS - Branch of SRISA. The input to this algorithm is data in a format independent of the application. Therefore, it can be used in any field as a tool for differentiating large lattice clusters. The article provides estimates of the execution time of the multiple labeling algorithm for Hochen-Kopelman percolation clusters for various input parameters on the four main high-performance computing systems installed in the JSCC RAS - Branch of SRISA. © 2021 CEUR-WS. All rights reserved.

关键词： Supercomputers

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Augmented Reality Display of Robot with Graphs of Property Response Using Its USD Model

Augmented Reality Display of Robot with Graphs of Property R...

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international conference on Control, Automation and Systems ( ICCAS)

作者： Kazuki Tsukamoto Masanobu Koga Department of Creative Informatics Kyushu Institute of Technology Department of Intelligent and Control Systems Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology

This study proposes a method that can easily grasp the relationship between the actual machine and the graphs. In recent years, there has been a lot of research on augmented reality displays. The fields of research range from education to welfare. In the development of control systems, when evaluating the performance of a system by simulation or experiment, the results are often checked as graphs. Since the graphs are checked on a PC using CAD or other means, it is difficult to know which part of the actual machine each graph corresponds to. Therefore, we developed a tool that displays graphs in augmented reality around the actual machine through a camera on a mobile terminal. To display graphs in augmented reality, it is important to obtain the coordinates of the actual machine and display them in a location associated with the device. Therefore, a USD model with the same shape and size as the actual machine is used. This is achieved by displaying the USD model in augmented reality so that it is superimposed on the actual machine. The accuracy of the tool was also examined and its usefulness was evaluated.

关键词： Solid modeling Automation Shape Robot kinematics Robot vision systems Education Control systems

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Comparison of Particle-in-Cell and Continuum simulations for Microscale Gas Breakdown

Comparison of Particle-in-Cell and Continuum Simulations for...

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IEEE international conference on Plasma Science (ICOPS)

作者： A. M. Loveless V. Ayyaswamy S. Mahajan A. Semnani A. L. Garner Nuclear Engineering Purdue University West Lafayette Indiana United States of America Engineering UC Merced Merced California United States of America Electrical Engineering Computer Science University of Toledo Toledo Ohio United States of America

ISBN: (纸本)9781665479264

The trend towards device miniaturization necessitates a comprehensive understanding of electron emission and gas breakdown at microscales. While traditionally predicted by Paschen’s law (PL), DC breakdown voltage at microscale requires the inclusion of field emission effects with the Townsend criterion due to the enhanced surface electric field due to the decreased potential barrier at the cathode at these length scales. Modifying PL to account for field emission has been the focus of many theoretical, computational, and experimental studies [1] . Previously, we used XPDP1, a 1D/3v (one-dimensional in space, three-dimensional in velocity) particle-in-cell code, to benchmark our DC microscale gas breakdown theory [2] . This presentation explores microscale gas breakdown simulations using SOMAFOAM [3] , a novel finite volume framework for performing continuum simulations for low-temperature plasmas. The results of the two simulation methods will be compared for various pressures and gap distances and the computational efficiency and fidelity of the two methods will be discussed, along with future extensions to larger microscale gaps where gas breakdown transitions to PL and radiofrequency (RF) breakdown at microscale [4] .

关键词： Radio frequency Solid modeling Electric potential Electric breakdown Computational modeling conferences Low-temperature plasmas

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Multiagent Reinforcement Learning for Integrated Network: Applying to a Part of the Road Network of Krasnoyarsk City

Multiagent Reinforcement Learning for Integrated Network: Ap...

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international conference on Application of Information and Communication Technologies (AICT)

作者： Timofei I. Tislenko Daria V. Semenova Nataly A. Sergeeva Elena E. Goldenok Nadezhda V. Kononova School of Mathematics and Computer Science Siberian Federal University Krasnoyarsk Russian Federation Analytics Groups LLC «R.D.Science» Krasnoyarsk Russian Federation Department of Medical Cybernetics and Informatics Krasnoyarsk State Medical University Named After Professor V.F. Voyno- Yasenetsky Name of Organization Krasnoyarsk Russian Federation School of Space and Information Technology Siberian Federal University Krasnoyarsk Russian Federation

ISBN: (纸本)9781665451635

The article examines a mathematical model of the selecting phases process of traffic light facilities of the road network section. A Markov decision process with a finite number of actions and states is used as a mathematical model, and the minimization problem is reduced to the Multiagent Reinforcement Learning for Integrated Network (MARLIN) problem. A Q-learning algorithm was implemented and a series of computational experiments were conducted in the Anylogic simulation system for a real section of the Krasnoyarsk road network to study the model.

关键词： Q-learning Roads Computational modeling Urban areas Process control Traffic control Mathematical models

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