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检索条件"主题词=Software Algorithms"

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An enhanced Co-scheduling method using reduced MS-state diagrams

An enhanced Co-scheduling method using reduced MS-state diag...

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International Symposium on Parallel Processing

作者： R. Govindarajan N.S.S. Narasimha Rao E.R. Altman G.R. Gao Computer Science & AutomationSupercomputer Edn. & Research Centre Indian Institute of Science Bangalore India Novell Software Development India Limited Bangalore India Yorktown Heights IBM Thomas J. Watson Research Center USA Electrical & Computer Engg. University of Delaware Newark USA

Instruction scheduling methods based on the construction of state diagrams (or automata) have been used for architectures involving deeply pipelined function units. However, the size of the state diagram is prohibitively large, resulting in high execution time and space requirement. We present a simple method for reducing the size of the state diagram by recognizing unique paths of a state diagram. Our experiments show that the number of paths in the reduced state diagram is significantly lower-by 1 to 3 orders of magnitude-compared to the number of paths in the original state diagram. Using the reduced MS-state diagrams, we develop an efficient software pipelining method. The proposed software pipelining algorithm produced efficient schedules and performed better than R.A. Huff's (1993) Slack Scheduling method, and the original Co-scheduling method, in terms of both the initiation interval (II) and the time taken to construct the schedule.

关键词： Pipeline processing Hazards Processor scheduling software maintenance Delay Supercomputers Computer science Automation software algorithms Scheduling algorithm

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An inner convex approximation algorithm for BMI optimization and applications in control

An inner convex approximation algorithm for BMI optimization...

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IEEE Conference on Decision and Control

作者： Quoc Tran Dinh Wim Michiels Sébastien Gros Moritz Diehl Department of Mathematics-Mechanics-Informatics Vietnam National University Hanoi Vietnam Department of Electrical Engineering (ESAT/SCD) and Optimization in Engineering Center (OPTEC) Katholieke Universiteit Leuven Belgium Department of Computer Science and Optimization in Engineering Center (OPTEC) K.U. Leuven Belgium

ISBN: (纸本)9781467320658

In this work, we propose a new local optimization method to solve a class of nonconvex semidefinite programming (SDP) problems. The basic idea is to approximate the feasible set of the nonconvex SDP problem by inner positive semidefinite convex approximations via a parameterization technique. This leads to an iterative procedure to search a local optimum of the nonconvex problem. The convergence of the algorithm is analyzed under mild assumptions. Applications to optimization problems with bilinear matrix inequality (BMI) constraints in static output feedback control are benchmarked and numerical tests are implemented based on the data from the COMPL e ib library.

关键词： Optimization Approximation methods Approximation algorithms Programming Symmetric matrices Output feedback software algorithms

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5.8: Presentation session: Neuroscience informatics: “Fully automated segmentation and characterization of the dendritic trees of retinal horizontal neurons”

5.8: Presentation session: Neuroscience informatics: “Fully...

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Annual ORNL Biomedical Science & Engineering Conference (BSEC)

作者： Ryan Kerekes Measurement Science and Systems Engineering Division Oak Ridge National Laboratory USA

We introduce a new fully automated method for segmenting and characterizing the dendritic tree of neurons in confocal image stacks. Our method is aimed at wide-field-of-view, low-resolution imagery of retinal neurons in which dendrites can be intertwined and difficult to follow. The approach is based on 3-D skeletonization and includes a method for automatically determining an appropriate global threshold as well as a soma detection algorithm. We provide the details of the algorithm and a qualitative performance comparison against a commercially available neurite tracing software package, showing that a segmentation produced by our method more closely matches the ground-truth segmentation.

关键词： Neuroscience Informatics Retina Neurons Image segmentation Laboratories Time measurement Systems engineering and theory Detection algorithms software algorithms

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A video signal processor core for motion estimation in MPEG2 encoding

A video signal processor core for motion estimation in MPEG2...

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IEEE International Symposium on Circuits and Systems (ISCAS)

作者： F. Mombers D. Nicoulaz M. Gumm S. Dogimont D. Mlynek F. Bellifemine P. Garino A. Torielli Ecole Polytechnique Fédérale de Lausanne Lausanne Switzerland Ecole Polytechnique Federale de Lausanne Lausanne VD CH Centro Studi e Laboratori Telecommunicazioni S. p. A. Torino Italy

This paper describes the core of a video signal processor dedicated to perform MPEG-2 motion estimation and prediction selection. A mixed Hardware/software approach based on a small RISC controller was adopted which gives flexibility and robustness in the choice of the algorithms. Hardware optimizations were investigated to implement genetic motion estimation algorithm which appears to be the best candidate for this kind of architecture. The candidate motion vectors generated by the controller allow nearly full search quality with a drastic decrease of the required calculation power and the hardware complexity.

关键词： Signal processing Motion estimation Hardware Signal processing algorithms Reduced instruction set computing Robust control software algorithms Genetics Computer architecture Power generation

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Empirical Wavelet Transform and Fano Equality Ratio Test-based Fault Detection Scheme for Inverter Dominated Autonomous Microgrid

Empirical Wavelet Transform and Fano Equality Ratio Test-bas...

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Advancement in Technology (ICONAT), International Conference for

作者： Ankan Chandra G K Singh Vinay Pant Electrical Engineering IIT Roorkee Roorkee India

Modern power systems must develop a suitable protection mechanism, in order to deal with the technical challenges associated with the integration of distributed generation (DG) into microgrid systems. Specifically, it was noticed that for inverter-dominated microgrid, when operates in autonomous mode, fault current exhibits very low magnitude due to inverter control and their low electromagnetic inertia, which makes the traditional protection techniques vulnerable. While addressing the aforementioned issues, a straightforward and fast protection method based on Empirical Wavelet Transform (EWT) and Fano equality ratio test-based statistical measurement is proposed in this article. To investigate the performance of the proposed scheme, a 14-bus looped microgrid test system containing PV and battery energy storage system is considered. Primarily, using EWT the multiresolution coefficient of fault current signals at both ends of the line is estimated, and then by implementing Fano equality ratio test the adequate threshold setting is set for the identification of fault. The modelling and simulation of the test microgrid system are carried out in PSCAD-EMTDC software, and the fault detection algorithm is formulated and executed in MATLAB R2022(a) which uses data obtained in PSCAD.

关键词： Wavelet transforms Resistance Fault diagnosis Fault detection software algorithms Microgrids Inverters

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Write Buffer-aware Address Mapping for NAND Flash Memory Devices

Write Buffer-aware Address Mapping for NAND Flash Memory Dev...

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International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS)

作者： Sungmin Park Hoyoung Jung Hyoki Shim Sooyong Kang Jaehyuk Cha Division of Information and Communications Hanyang Univ Seoul Korea

By using small-sized, next-generation NVRAM (such as MRAM, FeRAM and PRAM) as a write buffer, we can improve the overall performance of the NAND flash memory-based storage systems. However, traditional address mapping algorithms in Flash Translation Layer (FTL) software were designed without any consideration of the existence of write buffer. In this paper, we propose a novel write buffer-aware flash translation layer algorithm, optimistic FTL, which is designed to harmonize well with NVRAM write buffers. Simulation results show that the proposed optimistic FTL outperforms previous log block-based FTL algorithms.

关键词： Flash memory Random access memory Nonvolatile memory Switches Clustering algorithms Design optimization Buffer storage software algorithms Algorithm design and analysis software design

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Statistical Algorithm model of College English Teaching based on artificial Intelligence Technology

Statistical Algorithm model of College English Teaching base...

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Information Science and Education (ICISE-IE), International Conference on

作者： Xin Qin JiangXi Institute Of Economic Administrators Nanchang Jiangxi China

ISBN: (纸本)9781665438308

This paper mainly introduces the principle, characteristics and practical application of artificial intelligence technology in college English teaching system. The system analysis platform of college English teaching is established by using artificial intelligence technology. The platform system is mainly divided into two parts. The first is the expert system model of teacher English assisted instruction based on expert system theory, which is combined with the generation and framework of data analysis. Artificial intelligence has been widely used in college English teaching. Artificial intelligence technology has the advantages of intelligence, data, networking, multimedia and so on. And teaching information collected through artificial intelligence technology mining at the same time, the data using statistical algorithms accurately grasp the students' learning status, to improve and enhance English software platform operation function, improve the operation speed, efficiently for statistical analysis of students' learning behavior, effectively will artificial intelligence technology and system construction depth fusion, promoting the development of digital college English teaching.

关键词： Training Text mining Systematics Databases Education software algorithms Learning (artificial intelligence)

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Codesign-extended applications

Codesign-extended applications

引用

International Workshop on Hardware/software Codesign (CODES)

作者： B. Grattan G. Stitt F. Vahid Department of Electrical Engineering University of California Riverside USA Department of Electrical Engineering Department of Computer Science and Engineering University of California Center for Embedded Computer Systems at UC Irvine

We challenge the widespread assumption that an embedded system's functionality can be captured in a single specification and then partitioned among software and custom hardware processors. The specification of some functions in software is very different from the specification of the same function in hardware - too different to conceive of automatically deriving one from the other. We illustrate this concept using a digital camera example. We introduce the idea of codesign-extended applications to deal with the situation, wherein critical functions are written in multiple versions, and integrated such that simple compiler/synthesis flags instantiate a particular version along with the necessary control and communication behavior. By capturing a specification as a codesign-extended application, a designer enables smooth migration among platforms with increasing amounts of on-chip configurable logic.

关键词： Hardware Application software Partitioning algorithms software algorithms Digital cameras Embedded computing Embedded system Embedded software Microprocessors Permission

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A Comprehensive Application for Sign Language Alphabet and World Recognition, Text-to-Action Conversion for Learners, Multi-Language Support and Integrated Voice Output Functionality

A Comprehensive Application for Sign Language Alphabet and W...

引用

Science, Technology, Engineering and Management (ICSTEM), International Conference on

作者： D. Shofia Priyadharshini R. Anandraj K. R. Ganesh Prasath S. A. Franklin Manogar Rajalakshmi Institute of Technology Chennai India Department of ECE Vel Tech High Tech Dr. Rangarajan Dr.Sakunthala Engineering College Chennai India

ISBN: (数字)9798350376913

ISBN: (纸本)9798350388473

This study aims to introduce a comprehensive application designed to facilitate learning and communication for sign language users. The purpose is to address the challenges faced by sign language learners and users in effectively communicating with non-sign language users and to enhance their overall learning experience. The application integrates advanced algorithms for sign language alphabet and word recognition, text-to-action conversion, multi-language support, and integrated voice output functionality. These features are developed through rigorous research and software engineering methodologies to ensure accuracy, efficiency, and user-friendliness. The study identifies the lack of comprehensive tools for sign language learners and users to effectively communicate with non-sign language users and the absence of seamless transition between different sign languages. Additionally, the study recognizes the need for enhanced accessibility and learning support for sign language users. These findings motivate the development of the proposed application to address these challenges and provide a solution that empowers sign language users and promotes inclusivity.

关键词： Sign language Accuracy software algorithms Speech recognition Assistive technologies User experience software engineering

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Heatmaps for Catering Establishments Web-Applications Available via MAS-Improved Wireless Networks

Heatmaps for Catering Establishments Web-Applications Availa...

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IEEE International Symposium on Wireless Systems (IDAACS-SWS)

作者： Iryna Zhuravska Kateryna Obukhova Ivan Burlachenko Volodymyr Savinov Anzhela Boiko Mohyla Black Sea National University 68 Desantnykiv 10 Mykolaiv Ukraine

ISBN: (数字)9781728199603

ISBN: (纸本)9781728199610

The paper is devoted to the development of heatmaps for analyzing user behavior on dynamic websites of catering establishments (Internet cafés, online restaurants, etc.) available via wireless remote access. The multiagent approach to organizing the communication within a catering establishment wireless network is offered. Method adapting heatmaps for web-applications based on point data on clients' activity is proposed. algorithms and software have been developed to present information about user's actions on dynamic websites most understandably and simply by the binding of the data with structural elements of the above-mentioned websites. The activity of Internet cafe users based on the constructed heatmaps has been analyzed.

关键词： Heating systems Wireless networks Streaming media Image color analysis Bandwidth software algorithms software

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