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检索条件"机构=National Laboratory for Parallel and Distributed Processing College of Computer"
700 条 记 录,以下是171-180 订阅
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Deep reinforcement learning for combinatorial optimization: Covering salesman problems
arXiv
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arXiv 2021年
作者: Li, Kaiwen Zhang, Tao Wang, Rui Wang, Yuheng Han, Yi College of Systems Engineering National University of Defense Technology Changsha410073 China Hunan Key Laboratory of Multi-Energy System Intelligent Interconnection Technology HKL-MSI2T Changsha410073 China Graduate College National University of Defense Technology Changsha410073 China Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Changsha410073 China
This paper introduces a new deep learning approach to approximately solve the Covering Salesman Problem (CSP). In this approach, given the city locations of a CSP as input, a deep neural network model is designed to d... 详细信息
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ME-TCAM: Memory-Efficient Ternary Content Addressable Memory Based on Multipumping-Enabled LUTRAM on FPGA
ME-TCAM: Memory-Efficient Ternary Content Addressable Memory...
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Intelligent Computing and Human-computer Interaction (ICHCI), International Conference on
作者: Zilin Shi Hui Yang Rulin Liu Jinli Yan Peng Qiao Baosheng Wang College of Computer Science and Technology National University of Defense Technology Changsha China Science and Technology on Parallel and Distributed Processing Laboratory (PDL) National University of Defense Technology Changsha China
Static random access memory (SRAM) on field programmable gate arrays (FPGAs) can be emulated to offer ternary content addressable memory (TCAM) functionality. However, SRAM-based TCAM wastes storage resources. This is... 详细信息
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A Heterogeneous Processor Design for CNN-Based AI Applications on IoT Devices
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Procedia computer Science 2020年 174卷 2-8页
作者: Zhiqiang Liu Jingfei Jiang Guoqing Lei Kai Chen Buyue Qin Xiaoqiang Zhao Artificial Intelligence Research Center National Innovation Institute of Defense Technology Beijing China National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China College of Computer National University of Defense Technology Changsha China College of System Engineering National University of Defense Technology Changsha China
This paper proposes a heterogeneous processor design for CNN-based AI applications on IoT devices. The heterogeneous processor contains an embedded RISC-V CPU that works as a general processor and an efficient CNN-acc... 详细信息
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Optimizing One by One Direct Convolution on ARMv8 Multi-core CPUs
Optimizing One by One Direct Convolution on ARMv8 Multi-core...
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IEEE International Conference on Joint Cloud Computing (JCC)
作者: Qinglin Wang Dongsheng Li Songzhu Mei Siqi Shen Xiandong Huang Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China School of Computer Science National University of Defense Technology Changsha China
Convolutional layers are ubiquitous in a variety of deep neural networks. Due to the lower computation complexity and the smaller number of parameters, convolutions with small filter sizes are often used, such as one ... 详细信息
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Efficient Management and Intelligent Fault Tolerance for HPC Interconnect Networks
Efficient Management and Intelligent Fault Tolerance for HPC...
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International Conference on parallel and distributed Systems (ICPADS)
作者: Jijun Cao Mingche Lai Zhang Luo jiaqing Xu Zhengbin Pang College of Computer National Laboratory for Parallel and Distributed Processing ChangSha China
Interconnect Network is the key component in high performance computing system. With the incoming era of Exa-Scale (10 18 FLOPS) computing, designing large scale interconnect networks is facing with serious challenge... 详细信息
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A mesh quality discrimination method based on convolutional neural network
A mesh quality discrimination method based on convolutional ...
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IEEE International Conference on Artificial Intelligence and computer Applications (ICAICA)
作者: Zhenpeng Xu Xinhai Chen Lihua Chi Jie Liu Chunye Gong Science and Technology on Parallel and Distributed Processing Laboratory & Laboratory of Software Engineering for Complex Systems National University of Defense Technology Changsha China College of Computer Science and Electronic Engineering Hunan University Changsha China
With the rapid development of highperformance computing, computational fluid dynamics (CFD) has become an important part of hydrodynamics and aerodynamics. Mesh quality is the key factor that affects the accuracy and ... 详细信息
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Word-level BERT-CNN-RNN Model for Chinese Punctuation Restoration
Word-level BERT-CNN-RNN Model for Chinese Punctuation Restor...
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International Conference on computer and Communications (ICCC)
作者: Zhe Zhang Jie Liu Lihua Chi Xinhai Chen Science and Technology on Parallel and Distributed Processing Laboratory & Laboratory of Software Engineering for Complex Systems National University of Defense Technology Changsha China College of Computer Science and Electronic Engineering Hunan University Changsha China
Punctuation restoration in speech recognition has a wide range of application scenarios. Despite the widespread success of neural networks methods at performing punctuation restoration for English, there have been onl... 详细信息
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CRAWL: A Trace Routing Algorithm Based on Hybrid Two-Layer Topology  33rd
CRAWL: A Trace Routing Algorithm Based on Hybrid Two-Layer T...
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33rd International Conference on Advanced Information Networking and Applications, AINA 2019
作者: Zheng, Li-ming Long, Wen-feng Liu, Yu-Jia Sun, Wei-dong Department of Message Communication Armed Police Officer Academy Chengdu China National Key Laboratory for Parallel and Distributed Processing School of Computer National University of Defense Technology Changsha China
Data distribution is a key technology for resources convergence and sharing in distributed environment. To better meet the requirement for real time data distribution in the dynamic network, a trace routing algorithm ... 详细信息
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Secure and Fast Decision Tree Evaluation on Outsourced Cloud Data  2nd
Secure and Fast Decision Tree Evaluation on Outsourced Cloud...
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2nd International Conference on Machine Learning for Cyber Security, ML4CS 2019
作者: Liu, Lin Su, Jinshu Chen, Rongmao Chen, Jinrong Sun, Guangliang Li, Jie School of Computer National University of Defense Technology Changsha China National Key Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China National University of Defense Technology Changsha China
Decision trees are famous machine learning classifiers which have been widely used in many areas, such as healthcare, text classification and remote diagnostics, etc. The service providers usually host a decision tree... 详细信息
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parallel computing for large-scale author name disambiguation in medline  21
Parallel computing for large-scale author name disambiguatio...
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21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019
作者: Tang, Anyao Wu, Chengkun Liu, Jie Wang, Wei Yang, Xi Xing, Yuting Science and Technology on Parallel and Distributed Processing Laboratory Laboratory of Software Engineering for Complex Systems National University of Defense Technology Changsha410073 China State Key Laboratory of High Performance Computing College of Computer National University of Defense Technology Changsha410073 China College of Computer National University of Defense Technology Changsha 410073 China
Author name disambiguation (AND) is an important task in the field of scientific data mining. It has become a great challenge with the rapid growth of academic digital libraries. The task of AND for a large number of ... 详细信息
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