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Multi-Node Acceleration for Large-Scale GCNs 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：32/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
JBNN: A Hardware Design for Binarized Neural Networks Using Single-Flux-Quantum Circuits 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3203-3214
作者:  Fu, Rongliang;  Huang, Junying;  Wu, Haibin;  Ye, Xiaochun;  Fan, Dongrui;  Ho, Tsung-Yi
收藏  |  浏览/下载：20/0  |  提交时间：2023/07/12
Superconducting  single-flux-quantum  accelerator  binarized neural network  
A Deep Learning Method Based on Two-Stage CNN Framework for Recognition of Chinese Reservoirs with Sentinel-2 Images 期刊论文
WATER, 2022, 卷号: 14, 期号: 22, 页码: 21
作者:  Zhao, Guodongfang;  Yao, Ping;  Fu, Li;  Zhang, Zhibin;  Lu, Shanlong;  Long, Tengfei
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
two-stage CNN framework  recognition of reservoirs  remote sensing  deep learning  Sentinel-2  object detection  
Correction of image distortion in large-field ssEM stitching by an unsupervised intermediate-space solving network 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 20, 页码: 4797-4805
作者:  He, Bintao;  Zhang, Yan;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
NetSHa: In-Network Acceleration of LSH-Based Distributed Search 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 9, 页码: 2213-2229
作者:  Zhang, Penghao;  Pan, Heng;  Li, Zhenyu;  Cui, Penglai;  Jia, Ru;  He, Peng;  Zhang, Zhibin;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Servers  Indexes  Costs  Task analysis  Hash functions  Concurrent computing  Aggregates  Local sensitive hashing  distributed search  in-network computation  
Characterising Usage Patterns and Privacy Risks of a Home Security Camera Service 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 7, 页码: 2344-2357
作者:  Li, Jinyang;  Li, Zhenyu;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Cameras  Privacy  Streaming media  Servers  Motion detection  Mobile computing  Feeds  Home security camera  IoT  privacy  usage pattern  
CBREN: Convolutional Neural Networks for Constant Bit Rate Video Quality Enhancement 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 7, 页码: 4138-4149
作者:  Zhao, Hengrun;  Zheng, Bolun;  Yuan, Shanxin;  Zhang, Hua;  Yan, Chenggang;  Li, Liang;  Slabaugh, Gregory
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
Image coding  Quantization (signal)  Streaming media  Bit rate  Image restoration  Transform coding  Video recording  Quality enhancement  CBR compressed video  dual-domain restoration  
Project PCL Future Greater-Bay Area Network Facilities for Large-scale Experiments and Applications[LZC0019] 项目
项目编号: LZC0019, 资助机构: Project PCL Future Greater-Bay Area Network Facilities for Large-scale Experiments and Applications, 2022-
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收藏  |  浏览/下载：16/0  |  提交时间：2022/12/07
Defect detection on new samples with siamese defect-aware attention network 期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 16
作者:  Zheng, Ye;  Cui, Li
收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
Defect detection  Unseen samples  Siamese attention  Convolutional neural network  Template image  
Fast and accurate variable batch size convolution neural network training on large scale distributed systems 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 26
作者:  Hu, Zhongzhe;  Xiao, Junmin;  Sun, Ninghui;  Tan, Guangming
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
deep learning  distributed computing  ImageNet-1K  large-batch training  synchronous SGD