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检索条件"机构=Department of Electrical Engineering and Computer Science and the Computer Systems Laboratory"
32608 条 记 录,以下是4601-4610 订阅
Fast-RF-Shimming: Accelerate RF Shimming in 7T MRI using Deep Learning
arXiv
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arXiv 2025年
作者: Lu, Zhengyi Liang, Hao Lu, Ming Wang, Xiao Yan, Xinqiang Huo, Yuankai Department of Electrical and Computer Engineering Vanderbilt University NashvilleTN United States Vanderbilt University Institute of Imaging Science Vanderbilt University Medical Center NashvilleTN United States Department of Radiology and Radiological Sciences Vanderbilt University Medical Center NashvilleTN United States Computational Science and Engineering Division Oak Ridge National Laboratory Oak RidgeTN United States Department of Computer Science Vanderbilt University NashvilleTN United States
Ultrahigh field (UHF) Magnetic Resonance Imaging (MRI) offers an elevated signal-to-noise ratio (SNR), enabling exceptionally high spatial resolution that benefits both clinical diagnostics and advanced research. How-... 详细信息
来源: 评论
Traffic Signal Optimization by Integrating Reinforcement Learning and Digital Twins
Traffic Signal Optimization by Integrating Reinforcement Lea...
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Smart World Congress (SWC), IEEE
作者: Vijayalakshmi K Kumarasamy Abhilasha Jairam Saroj Yu Liang Dalei Wu Michael P. Hunter Angshuman Guin Mina Sartipi Department of Computer Science and Engineering University of Tennessee at Chattanooga USA Applied Research for Mobility Systems Oak Ridge National Laboratory USA School of Civil and Environmental Engineering Georgia Institute of Technology USA
Machine learning (ML) methods, especially reinforcement learning (RL), have been widely considered for traffic signal optimization in intelligent transportation systems. Most of these ML methods are centralized, lacki...
来源: 评论
Adaptive Sampling of Algal Blooms Using Autonomous Underwater Vehicle and Satellite Imagery: Experimental Validation in the Baltic Sea
arXiv
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arXiv 2023年
作者: Fonseca, Joana Bhat, Sriharsha Lock, Matthew Stenius, Ivan Johansson, Karl H. The Division of Decision and Control Systems School of Electrical Engineering and Computer Science and Digital Futures Sweden The Department of Aeronautical and Vehicle Engineering School of Engineering Sciences Kth Royal Institute of Technology StockholmSE-100 44 Sweden
This paper investigates using satellite data to improve adaptive sampling missions, particularly for front tracking scenarios such as with algal blooms. Our proposed solution to find and track algal bloom fronts uses ... 详细信息
来源: 评论
MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services
arXiv
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arXiv 2024年
作者: Wu, Hongjia Zeng, Hui Xiong, Zehui Kang, Jiawen Cai, Zhiping Chan, Tse-Tin Niyato, Dusit Han, Zhu Department of Mathematics and Information Technology The Education University of Hong Kong Hong Kong Pillar of Information Systems Technology and Design Singapore University of Technology and Design Singapore School of Automation Guangdong University of Technology China College of Computer Science and Technology National University of Defense Technology China College of Computing and Data Science Nanyang Technological University Singapore Department of Electrical and Computer Engineering University of Houston HoustonTX77004 United States Department of Computer Science and Engineering Kyung Hee University Seoul446-701 Korea Republic of
Timely updating of Internet of Things (IoT) data is crucial for immersive vehicular metaverse services. However, challenges such as latency caused by massive data transmissions, privacy risks associated with user data... 详细信息
来源: 评论
Probing intensity noise in ultrafast pulses using the dispersive Fourier transform augmented by quantum sensitivity analysis
arXiv
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arXiv 2025年
作者: Uddin, Shiekh Zia Pontula, Sahil Liu, Jiaxin Xu, Shutao Choi, Seou Sander, Michelle Y. Soljačić, Marin Department of Physics MIT CambridgeMA02139 United States Research Laboratory of Electronics MIT CambridgeMA02139 United States Department of Electrical Engineering and Computer Science MIT 02139 CambridgeMA United States Department of Physics Imperial College London South Kensington LondonSW7 2BW United Kingdom Department of Electrical and Computer Engineering BU Photonics Center Boston University BostonMA02215 United States
To reach the next frontier in multimode nonlinear optics, it is crucial to better understand the classical and quantum phenomena of systems with many interacting degrees of freedom – both how they emerge and how they... 详细信息
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Intra-Datacenter Load Balancing in a Federated Cloud with Throttled Algorithm
Intra-Datacenter Load Balancing in a Federated Cloud with Th...
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2024 International Conference on science, engineering and Business for Driving Sustainable Development Goals, SEB4SDG 2024
作者: Akinola, Damola Gideon Adetiba, Emmanuel Abayomi, Abdultaofeek Nnaji, Uche Thakur, Surendra Moyo, Sibusiso Covenant University Covenant Applied Informatics and Communications African Center of Excellence Department of Electrical and Information Engineering Ota Nigeria Durban University of Technology HRA Institute for Systems Science Durban South Africa Mangosuthu University of Technology Department of Information and Communication Technology Durban South Africa Covenant University Dept. of Computer and Information Science Covenant Applied Informatics and Communications African Center of Excellence Ota Nigeria Durban University of Technology KZN E-Skills CoLab Durban South Africa Stellenbosch University School for Data Science and Computational Thinking Department of Mathematical Sciences Stellenbosch7602 South Africa
The emergence of cloud computing technology has motivated a very high number of users in different organizations to access its services in running and delivering their various operations and services. However, this su... 详细信息
来源: 评论
A 3D Implementation of Convolutional Neural Network for Fast Inference
A 3D Implementation of Convolutional Neural Network for Fast...
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IEEE International Symposium on Circuits and systems (ISCAS)
作者: Narasinga Rao Miniskar Pruek Vanna-Iampikul Aaron Young Sung Kyu Lim Frank Liu Jieun Yoo Corrinne Mills Nhan Tran Farah Fahim Jeffrey S Vetter Computer Science and Mathematic Division Oak Ridge National Laboratory Oak Ridge USA Department of Electrical and Computer Engineering Georgia Institute of Technology Atlanta USA Department of Physics University of Illinois Chicago Chicago USA Scientific Computing Division Fermi National Accelerator Laboratory Chicago USA
Low latency inference has many applications in edge machine learning. In this paper, we present a run-time configurable convolutional neural network (CNN) inference ASIC design for low-latency edge machine learning. B...
来源: 评论
Mathematical Modeling of a Programmable Decision Network to Simulate the Socio-Economic Environment
Mathematical Modeling of a Programmable Decision Network to ...
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International Conference on Mathematics and computers in sciences and in Industry (MCSI)
作者: Mohammed Charaf Eddine Meftah Abdelkader Laouid Mostefa Kara Konstantinos Karampidis Giorgos Papadourakis Manolis Tampouratzis Nikos Mastorakis LIAP Laboratory El Oued University El Oued Algeria Information & Computer Science Department King Fahd University of Petroleum and Minerals Dhahran Saudi Arabia Department of Electrical and Computer Engineering Hellenic Mediterranean University Crete Greece Technical University of Sofia Sofia Bulgaria and Hellenic Naval Academy Piraeus Greece
Mathematical modeling of decision networks is crucial in simulating the socio-economic environment, especially as these systems grow increasingly complex. Such models allow for a structured and quantitative analysis o... 详细信息
来源: 评论
Joint Resource Allocation and Data Offloading for Closed-Loop Controls in Satellite-UAV Networks
Joint Resource Allocation and Data Offloading for Closed-Loo...
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International Conference on Wireless Communications and Signal Processing (WCSP)
作者: Chengleyang Lei Wei Feng Peng Wei Yunfei Chen Ning Ge Shiwen Mao Department of Electronic Engineering Tsinghua University Beijing China State Key Laboratory of Space Network and Communications Tsinghua University Beijing China National Key Laboratory of Science and Technology on Communications University of Electronic Science and Technology of China Chengdu China Department of Engineering University of Durham Durham U.K Department of Electrical and Computer Engineering Auburn University Auburn AL USA
To efficiently provide coverage for the machines and robots in remote areas, satellites and unmanned aerial vehicles (UAVs) can be utilized. In such scenarios, UAVs need to integrate different functions to support the... 详细信息
来源: 评论
SF-DQN: provable knowledge transfer using successor feature for deep reinforcement learning  24
SF-DQN: provable knowledge transfer using successor feature ...
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Proceedings of the 41st International Conference on Machine Learning
作者: Shuai Zhang Heshan Devaka Fernando Miao Liu Keerthiram Murugesan Songtao Lu Pin-Yu Chen Tianyi Chen Meng Wang Department of Data Science New Jersey Institute of Technology Newark NJ Department of Electrical Computer and Systems Engineering Rensselaer Polytechnic Institute Troy NY IBM Thomas J. Watson Research Center IBM Research Yorktown Heights NY
This paper studies the transfer reinforcement learning (RL) problem where multiple RL problems have different reward functions but share the same underlying transition dynamics. In this setting, the Q-function of each...
来源: 评论