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检索条件"机构=Parallel Processing System Laboratory"
37 条 记 录,以下是1-10 订阅
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An unsupervised deep learning framework for gene regulatory network inference from single-cell expression data
An unsupervised deep learning framework for gene regulatory ...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Mao, Guo Liu, Jie National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory Changsha410073 China National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Laboratory of Software Engineering for Complex System Changsha410073 China
Recent advances in single-cell RNA sequencing (scRNA-seq) technology provides unprecedented opportunities for reconstruction gene regulation networks (GRNs). At present, many different models have been proposed to inf... 详细信息
来源: 评论
An unsupervised deep learning framework for gene regulatory network inference from single-cell expression data
An unsupervised deep learning framework for gene regulatory ...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Guo Mao Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China Laboratory of Software Engineering for Complex System National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China
Recent advances in single-cell RNA sequencing (scRNA-seq) technology provides unprecedented opportunities for reconstruction gene regulation networks (GRNs). At present, many different models have been proposed to inf...
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Optimizing All-to-All Collective Communication on Tianhe Supercomputer
Optimizing All-to-All Collective Communication on Tianhe Sup...
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IEEE International Conference on Big Data and Cloud Computing (BdCloud)
作者: Jintao Peng Jie Liu Yi Dai Min Xie Chunye Gong National University of Defense Technology ChangSha China Science and Technology on Parallel and Distributed Processing Laboratory NUDT Changsha China Changsha and Laboratory of Software Engineering for Complex System NUDT Changsha China
All-to-all communication has a wide range of ap-plications in parallel applications like FFT. On most supercom-puters, there are multiple cores in a node. Message aggregation is an efficient method for smaller message... 详细信息
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A Retina-LGN-V1 Structure-like Spiking Neuron Network for Image Feature Extraction  21
A Retina-LGN-V1 Structure-like Spiking Neuron Network for Im...
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Proceedings of the 2021 5th International Conference on Video and Image processing
作者: Sheng Ji Qijun Gu Ye Yuan Peng Zhao Tao Fang Hong Huo Xin Niu Department of Automation_School of Electronic Information and Electrical Engineering_Key Laboratory of System Control and Information Processing Ministry of Education Shanghai Jiao Tong University China College of Computer Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology China
SNNs have achieved great attention in recent years as they contain neurons more like those in the brain and use spikes to encode and transmit information efficiently among neurons with lower energy consumption. A Reti... 详细信息
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A Heterogeneous Processor Design for CNN-Based AI Applications on IoT Devices  8
A Heterogeneous Processor Design for CNN-Based AI Applicatio...
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8th International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2019
作者: Liu, Zhiqiang Jiang, Jingfei Lei, Guoqing Chen, Kai Qin, Buyue Zhao, Xiaoqiang 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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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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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
来源: 评论
Maximizing Uniform Multicast Throughput in Multi-Channel Dense Wireless Sensor Networks  12
Maximizing Uniform Multicast Throughput in Multi-Channel Den...
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12th International Conference on Mobile Ad-Hoc and Sensor Networks, MSN 2016
作者: Jiao, Xianlong Chen, Guirong Wang, Xiaodong Chen, Yuli Yang, Li Information and Navigation College Air Force Engineering University Xi'an710077 China College of Information System and Management National University of Defense Technology Changsha410073 China Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China Chongqing Guanyinqiao Elementary School Chongqing400020 China Chongqing Liangjiangxinqu Renhe Experimental School Chongqing400021 China
This paper investigates the problem of maximizing uniform multicast throughput (MUMT) for multi-channel dense wireless sensor networks, where all nodes locate within one-hop transmission range and can communicate with... 详细信息
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Maximizing Uniform Multicast Throughput in Multi-Channel Dense Wireless Sensor Networks
Maximizing Uniform Multicast Throughput in Multi-Channel Den...
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International Conference on Mobile Ad-hoc and Sensor Networks, MSN
作者: Xianlong Jiao Guirong Chen Xiaodong Wang Yuli Chen Li Yang College of Information System and Management National University of Defense Technology Changsha Information and Navigation College Air Force Engineering University Xi'an Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha Chongqing Guanyinqiao Elementary School Chongqing Chongqing Liangjiangxinqu Renhe Experimental School Chongqing
This paper investigates the problem of maximizing uniform multicast throughput (MUMT) for multi-channel dense wireless sensor networks, where all nodes locate within one-hop transmission range and can communicate with... 详细信息
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RPSim: A Rapid Prototyping Full-system Simulator for SoC Software Development
RPSim: A Rapid Prototyping Full-System Simulator for SoC Sof...
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International Conference on Networking, Architecture, and Storage (NAS)
作者: Haojun Wang Qinghao Min Yi Li Weihua Zhang Software School Fudan University Shanghai China Shanghai Key Laboratory of Data Science Fudan University Shanghai China State Key Laboratory of ASIC & System Fudan University Shanghai China Parallel Processing Institute Fudan University Shanghai China
Nowadays, the release of SoC products has come to a burst. Time-to-market of these products has been shortened to an extreme, nearly 8 to 12 months. To reduce production period, hardware architects generally combine w... 详细信息
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