Design of FPGA-Based Accelerator for Convolutional Neural Network under Heterogeneous Computing Framework with OpenCL by Li Luo, Yakun Wu, Fei Qiao, Yi Yang, Qi Wei, Xiaobo Zhou, Yongkai Fan, Shuzheng Xu, Xinjun Liu, Huazhong Yang

“…Among these, FPGA can accelerate the computation by mapping the algorithm to the parallel hardware instead of CPU, which cannot fully exploit the parallelism. …”
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Fault diagnosis method for substations based on fault enumeration tree to generate fuzzy Petri net by WU Yulun, XIAO Tannan, CHEN Ying

“…This approach could be applied to more complex secondary protection systems while ensuring fault diagnosis accuracy. …”
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Losing the Lost Coin by J Gertrud Tönsing

“…In an environment hostile to women, it is more likely that parables like “the lost coin” or “the woman baking with leaven” got “lost” or were deliberately omitted from parallel traditions rather than the possibility of a later redactor compiling or composing such doublets. …”
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A Fast Rearrangement Method for Defect-Free Atom Arrays by Yuqing Zhang, Zeyan Zhang, Guoqing Zhang, Zhehua Zhang, Yanpu Chen, Yuqing Li, Wenliang Liu, Jizhou Wu, Vladimir Sovkov, Jie Ma

“…This paper proposes an innovative parallel rearrangement method, namely the parallel compression filling algorithm (PCFA), wherein multiple movable optical tweezers operate simultaneously. …”
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Experimental and Computational Study of the Aerodynamic Characteristics of a Darrieus Rotor with Asymmetrical Blades to Increase Turbine Efficiency Under Low Wind Velocity Conditio... by Muhtar Isataev, Rustem Manatbayev, Zhanibek Seydulla, Nurdaulet Kalassov, Ainagul Yershina, Zhandos Baizhuma

“…Thus, the experimental and numerical modeling results confirm that the Darrieus rotor with horizontal parallel plates is a more efficient solution for operation under low and variable wind conditions. …”
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Calculation of the Effective Energy Release Centerʼs Position of Inorganic Scintillation Detectors for Calibration at Small “Source–Detector” Distances by R. V. Lukashevich, G. A. Fokov

“…The functional dependences of the position of the effective energy release center of NaI(Tl) based detectors on the distance to the point gamma radiation sources and the energy of gamma radiation sources are presented.As a result of the study it was found that for scintillation NaI(Tl) detectors of medium size (for example, Ø25×40 mm or Ø40×40 mm) the point gamma radiation source located at a distance of 1 m or more, creates a radiation field which does not differ in characteristics from the radiation field created by a parallel flux of gamma radiation. …”
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TDNN achitecture with efficient channel attention and improved residual blocks for accurate speaker recognition by Wenzao Li, Sai Yao, Bing Wan, Linsong Xiao, Chengyu Hou, Yanchuan Zhong, Wengang Zhou

“…To further reduce feature dependency and enhance multi-scale information fusion, a Parallel Residual Structure (PRS) is introduced, enabling the independent capture of multi-scale features through parallel computation instead of sequential processing. …”
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Lateral Percolation and Its Effect on Shale Gas Accumulation on the Basis of Complex Tectonic Background by Kun Zhang, Zhenxue Jiang, Xuelian Xie, Zhiye Gao, Tianlin Liu, Lishi Yin, Chengzao Jia, Yan Song, Chang’an Shan, Yinghui Wu, Pengfei Wang

“…Gas in the shale layer percolates much more in the direction parallel to the plane. Therefore, the accumulation pattern of shale gas indicates a complex tectonic background. …”
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Accelerating the SCE-UA Global Optimization Method Based on Multi-Core CPU and Many-Core GPU by Guangyuan Kan, Ke Liang, Jiren Li, Liuqian Ding, Xiaoyan He, Youbing Hu, Mark Amo-Boateng

“…The Griewank benchmark function was adopted in this paper to test and compare the performances of the serial and parallel SCE-UA methods. According to the results of the comparison, some useful advises were given to direct how to properly use the parallel SCE-UA methods.…”
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Research on distributed data acquisition software for high frame rate area detectors by SHANG Kunlin, LI Zhengheng, JU Xudong, ZHOU Yue, HUAI Ping, LIU Zhi

“…Then, a parallel event building method was introduced by simultaneously dispatching and combing different module data across multiple nodes based on Bunch ID. …”
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Characterization of Deformation and Failure of Fomes fomentarius Hymenium by Synchrotron Phase‐Contrast Enhanced Micro‐Computed Tomography, In situ Compression Testing and Three‐Di... by Sophie Klemm, Tessa Nogatz, Jonathan Perrin, Timm Weitkamp, Claudia Redenbach, Claudia Fleck

“…While cracks are observed in both struts and vertices, surprisingly, fracture is more catastrophic in the struts. Parallel loading results in plastic buckling and delamination in dry samples, while their wet counterparts show telescopic shortening from the first loading step and fewer fatal cracks, probably due to greater hyphae elasticity.…”
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Algorithmic Support of Adaptive Automatic Control Systems with Data Compression by V. V. Alekseev, E. M. Antonyuk, I. E. Varshavskiy

“…The developed algorithmic support for automatic control systems based on asynchronous-cyclic analysis of deviations allows the amount of redundant information to be reduced by more than 4 times and the operation speed to be increased by 1.5 times. …”
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Population trends and variation in body mass index from 1971 to 2008 in the Framingham Heart Study Offspring Cohort. by Jason P Block, S V Subramanian, Nicholas A Christakis, A James O'Malley

“…BMI means increased in parallel across most baseline BMI weight classifications, except for more rapid increases through middle-age for obese women followed by declines in the last wave. …”
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MFSM: Chinese-English sentence alignment based on multi- feature self-attention mechanism fusion by Baolong Li

“…Bilingual parallel corpora is a very important basic resource in the research field of natural language processing based on statistics. …”
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Optimizing Shortwave Wideband RF Amplifier: Study of Transmission Line Transformer Construction Methods by G. Krupa, G. Budzyn

“…The study also presents the impact of transmission line implementation on impedance matching using both special-purpose low impedance coaxial cable and a combination of general-purpose coaxial cables connected in parallel. Comparison of three chosen transformers in a real RF amplifier shows that using parallel transmission lines can lead to a return loss comparable to that of a special-purpose coaxial cable, although at the cost of lower efficiency and output power. …”
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Cell-specific wiring routes information flow through hippocampal CA3 by Jake F. Watson, Victor Vargas-Barroso, Peter Jonas

“…Subclasses have distinct input-output transformations and asymmetric connectivity, which is more abundant from superficial to deep PNs, splitting CA3 locally into two parallel recurrent networks. …”
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A FAST ALGORITHM FOR COMPUTING SHORT AND LONG –LENGTH LINEAR AND CIRCULAR DISCRETE CONVOLUTION by Ali K. Nahar, Hussein K. Khleaf

“…Though the suggested techniques are geared toward fully parallel hardware implementation, they are contrasted with depending on length N and multiples, fully parallel hardware implementation using the proposed approach requires 40% to 65% less compared to the traditional approach. …”
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Optimization Solution of Troesch’s and Bratu’s Problems of Ordinary Type Using Novel Continuous Genetic Algorithm by Zaer Abo-Hammour, Omar Abu Arqub, Shaher Momani, Nabil Shawagfeh

“…Third, the proposed methodology has an implicit parallel nature which points to its implementation on parallel machines. …”
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Microdroplet Actuation via Light Line Optoelectrowetting (LL-OEW) by Christoph Doering, Johannes Strassner, Henning Fouckhardt

“…Since microdroplets are grabbed by this surface-parallel, nondiverging, and nonexpanded light beam, we call this principle “light line OEW” (LL-OEW).…”
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Using of Dual Laterolog to detect fracture parameters for Nubia Sandstone Formation in Rudeis-Sidri area, Gulf of Suez, Egypt by Tarek F. Shazly, Elhamy Tarabees

“…Fractures appear predominantly in brittle rocks; hence in consolidated formations they are usually sub-vertical and perpendicular to the plane of group of more or less parallel fractures. Vertical fractures refer to the high-angle events (parallel to the borehole) while the horizontal ones indicate the truly horizontal or sub-horizontal events. …”
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