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检索条件"任意字段=16th International Conference and Workshops on Algorithms and Computation"

共 216 条记录，以下是151-160 订阅

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PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer computation on the Systolic Array 16th

PRTSM: Hardware Data Arrangement Mechanisms for Convolutiona...

引用

16th IFIP WG 10.3 international conference on Network and Parallel Computing, NPC 2019

作者： Wang, Shuquan Wang, Lei Li, Shiming Shuo, Tian Guo, Shasha Kang, Ziyang Zhang, Shuzheng Xu, Weixia National University of Defense Technology Changsha China

ISBN: (纸本)9783030307080

the systolic array is an array of processing units which share the inner data flow. Since the 2D systolic array fits the operation of multiplication and accumulation (MAC) naturally, there are many groups which use the systolic array to accelerate the computation of DNN (Deep Neural Network). However, the performance of the systolic array is limited by the data bandwidth. Some groups solve this problem with the method of loop tiling and care little about the pixel reuse potential of the convolutional layer. In this paper, we propose a novel method of PRTSM (Pixels Reuse with Time and Spatial Multiplexing) which reuses the pixels of the input feature map with time and spatial multiplexing. With it, we can significantly reduce the pressure of bandwidth and save the time of data preparing for convolutional layers on the systolic array. We propose three algorithms for this method and implement the corresponding hardware mechanisms on Xilinx FPGA XCVU440. Experiments show that our hardware mechanisms can reduce at least $$72.03\%$$ of the off-chip traffic. the mechanisms proposed by this paper can reach a peak performance of 64.034 GOPS with a frequency of 167 MHz. © 2019, IFIP international Federation for Information Processing.

关键词： Deep neural networks

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the High Performance Computing for 3D Dynamic Holographic Simulation Based on Multi-GPU Cluster 16th

The High Performance Computing for 3D Dynamic Holographic Si...

引用

Joint conference of the 16th Asia Simulation conference / SCS international Autumn Simulation Multi-conference (AsiaSim/SCS AutumnSim)

作者： Zhang Yingxi Lin Tingyu Guo Liqin Beijing Simulat Ctr Beijing 100854 Peoples R China Beijing Simulat Ctr Beijing Complex Prod Adv Mfg Engn Res Ctr Beijing 100854 Peoples R China Beijing Inst Elect Syst Engn State Key Lab Intelligent Mfg Syst Technol Beijing 100854 Peoples R China

ISBN: (纸本)9789811026638;9789811026621

Two different methods for high performance calculation cluster are proposed to optimize holographic algorithms of computer generated holography (CGH). We completed the numerical simulations and finish the experience. Results show that we can reconstruct a satisfied object by using our holography. Moreover, the computation process of CGH for three-dimensional (3D) dynamic holographic display has been sped up by programming with these methods. Not only can it optimize file loading process but also inline calculation process. the CGH of gigabyte data is generated finally. Besides, the first method can effectively reduce time costs of loading and writing files on CPU. It is believed the proposed method can support the huge data processing for 3D dynamic holographic simulation and virtual reality in near future.

关键词： High performance computation 3D holographic simulation Virtual reality

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Alternate pulse oximetry algorithms for SpO/sub 2/ computation

Alternate pulse oximetry algorithms for SpO/sub 2/ computati...

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Annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

作者： T.L. Rusch J.E. Scharf R. Sankar Departments of Anesthesiology and Electrical Engineering University of South Florida Tampa FL

Arterial oxyhemoglobin saturation (SpO/sub 2/) values are currently computed using weighted moving average techniques. Digital signal processing algorithms were explored to identify improved algorithms for SpO/sub 2/ computation. the fast Fourier transform and discrete cosine transform were identified as potentially superior algorithms. Improvements to the original algorithm using combinations of overlapped processing and averaging techniques were also explored.< >

关键词： Signal processing algorithms Discrete cosine transforms Equations Digital signal processing Fast Fourier transforms Frequency domain analysis Discrete transforms Discrete Fourier transforms Error correction Signal processing

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Cyber-Physical Optimization of Production Processes Using Two AIs: A Robot-Guided MAG Welding Use-Case 16

Cyber-Physical Optimization of Production Processes Using Tw...

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16th CIRP conference on Intelligent computation in Manufacturing Engineering, CIRP ICME 2022

作者： Burggräf, Peter Steinberg, Fabian Nettesheim, Philipp Vedder, Marian Kolter, Gerald University of Siegen Chair for International Production Engineering and Management Siegener Straße 152 Kreuztal57223 Germany Smarte Demonstrationsfabrik Siegen GmbH Siegener Straße 152 Kreuztal57223 Germany

To increase welding quality, in this work a cyber-physical system is presented using two cooperating AIs. the first AI uses supervised learning to initialize welding paths and parameters based on 3D scans of all parts that are inserted in the welding fixture. the second AI uses reinforcement learning to fine-tune the welding parameters based on the welding gap detected by a camera mounted in the top of the welding nozzle. the goals of this setup are to get insights into the interaction between two independent regulations using different machine learning algorithms and to increase the quality of the welded parts. © 2023 Elsevier B.V.. All rights reserved.

关键词： Cyber Physical System

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Immune evolutionary algorithms

Immune evolutionary algorithms

引用

international conference on Signal Processing Proceedings (ICSP)

作者： Wang Lei Jiao Licheng Kay Laboratory for Radar Signal Processing Xidian University Xi'an China

three evolutionary algorithms, the immune genetic algorithm (IGA), the immune evolutionary programming (IEP) and the immune evolutionary strategy (IES), are presented based on the immune theory in biology, which are not only convergent but used for solving complex discrete optimization problems as well. they all construct an immune operator accomplished by two components, vaccination and immune selection. the methods for selecting vaccines and constructing an immune operator are also proposed. Simulations show that these algorithms can restrain the degenerate phenomenon and improve the searching capability of the existing algorithms, therefore increase the convergent speed greatly.

关键词： Evolutionary computation Immune system Signal processing algorithms Evolution (biology) Biological system modeling computational modeling Biology computing Genetic algorithms Genetic programming Power engineering and energy

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Fast algorithms for the computation of Ranklets

Fast algorithms for the computation of Ranklets

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IEEE international conference on Image Processing

作者： Fabrizio Smeraldi School of Electronic Engineering and Computer Science Queen''s Mary University of London London UK

Ranklets are orientation selective rank features with applications to tracking, face detection, texture and medical imaging. We introduce efficient algorithms that reduce their computational complexity from O(N log N) to O(¿N + k), where N is the area of the filter. Timing tests show a speedup of one order of magnitude for typical usage, which should make Ranklets attractive for real-time applications.

关键词： Brightness Statistics Application software Face detection Filters Timing Biomedical engineering Computer science Biomedical imaging Testing

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Structured total least squares based on genetic algorithms

Structured total least squares based on genetic algorithms

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international conference on Signal Processing Proceedings (ICSP)

作者： Zhou Lei Zhang Xianda Department of Automation State Key Laboratory of Intelligent Technology and Systems Tsinghua University Beijing China

Structured rank-deficient matrices arise in many applications in signal processing. the inverse iteration algorithm was proposed to solve the so-called structured total least squares (STLS) problems. this algorithm, however, converges to local-minimum under certain conditions. It is well known that genetic algorithms are stochastic optimization techniques that can often outperform classical methods of optimization. Genetic algorithms was utilized here to get the better solution of the STLS problems. Computer simulations show that our method ensures convergence to global minimum.

关键词： Least squares methods Genetic algorithms Optimization methods Signal processing algorithms Biological cells Stochastic processes Evolutionary computation Equations Automation Laboratories

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Novel four-step phase shifting algorithm based on the products of sines and cosines 16

Novel four-step phase shifting algorithm based on the produc...

引用

16th National conference on Laser Technology and Optoelectronics

作者： Lu, Jin Kong, Xian G. Xu, Jian Sun, Xiao G. Wang, Fu P. School of Communication and Information Engineering XI'AN University of Posts amd Telecommunications 618 Chang'an West St. Shaanxi Xi'an710121 China Research Institute of Industrial Internet XI'AN University of Posts and Telecommunications 618 Chang'an West St. Shaanxi Xi'an710121 China College of Mechanical Engineering Yangzhou University 88 Daxue South Road Jiangsu Yangzhou225127 China

ISBN: (数字)9781510646643

ISBN: (纸本)9781510646636

Wrapped phase extraction is an essential process for the retrieval of absolute phase and even the computation of object height information in fringe projection profilometry. Over the past few decades, tremendous efforts have been devoted to developing various techniques for computing wrapped phase. By comparison, four-step phase-shifting techniques play an important vehicle for obtaining the wrapped phase of 3D objects. At present, a variety of four-step phase-shifting algorithms show the comprehensive mathematical deduction and their theories are very clear. Analysis from the perspective of theoretical integrity, however, the phase-shifting techniques lack the exploration of arbitrary phase shift. In view of this, inspired by the prosthaphaeresis in trigonometric, we present a novel four-step phase-shifting algorithm. the proposed method includes 16 kinds of four-step phase-shifting fringe combination and corresponding calculation formula of wrapped phase, which are deduced with two frames fringe images of sines and two ones of cosines. Furthermore, simulations and experiments have been carried out to reveal the influence law of variable phase shift on the performance of these approaches. © 2021 SPIE.

关键词： computation theory

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Developments in Language theory 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Hsu-Chun Yen Oscar H. Ibarra

ISBN: (数字)9783642316531

ISBN: (纸本)9783642316524

this book constitutes the refereed proceedings of the 16th international conference on Developments in Language theory, DLT 2012, held in Taipei, Taiwan, in August 2012.;the 34 regular papers presented were carefully reviewed and selected from numerous submissions. the volume also contains the papers or extended abstracts of 4 invited lectures, as well as a special memorial presentation in honor of Sheng Yu. the topics covered include grammars, acceptors and transducers for words, trees and graphs; algebraic theories of automata; algorithmic, combinatorial and algebraic properties of words and languages; variable length codes; symbolic dynamics; cellular automata; polyominoes and multidimensional patterns; decidability questions; image manipulation and compression; efficient text algorithms; relationships to cryptography, concurrency, complexity theory and logic; bio-inspired computing; quantum computing.

关键词： computation by Abstract Devices Mathematical Logic and Formal Languages Logics and Meanings of Programs Coding and Information theory Discrete Mathematics in Computer Science

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Partition Aware Connected Component computation in Distributed Systems

Partition Aware Connected Component Computation in Distribut...

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IEEE international conference on Data Mining (ICDM)

作者： Ha-Myung Park Namyong Park Sung-Hyon Myaeng U. Kang KAIST Seoul National University

ISBN: (纸本)9781509054749

How can we find all connected components in an enormous graph with billions of nodes and edges?Finding connected components is a fundamental operation for various graph computation tasks such as pattern recognition, reachability, graph compression, etc. Many algorithms have been proposed for decades, but most of them are not scalable enough to process recent web scale graphs. Recently, a MapReduce algorithm was proposed to handle such large graphs. However, the algorithm repeatedly reads and writes numerous intermediate data that cause network overload and prolong the running time. In this paper, we propose PACC (Partition-Aware Connected Components), a new distributed algorithm based on graph partitioning for load-balancing and edge-filtering. Experimental results show that PACC significantly reduces the intermediate data, and provides up to 10 times faster performance than the current state-of-the-art MapReduce algorithm on real world graphs.

关键词： Partitioning algorithms Algorithm design and analysis Distributed algorithms Memory management Distributed databases Phase change random access memory computational modeling

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