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EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525
作者:  Liang, Shengwen;  Wang, Ying;  Liu, Cheng;  He, Lei;  Li, Huawei;  Xu, Dawen;  Li, Xiaowei
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Neural networks  Hardware  System-on-chip  Task analysis  Feature extraction  Memory management  Graph neural network  accelerator architecture  hardware acceleration  
Fast data series indexing for in-memory data 期刊论文
VLDB JOURNAL, 2021, 页码: 27
作者:  Peng, Botao;  Fatourou, Panagiota;  Palpanas, Themis
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Data series  Indexing  Modern hardware  
Leveraging online behaviors for interpretable knowledge-aware patent recommendation 期刊论文
INTERNET RESEARCH, 2021, 页码: 20
作者:  Du, Wei;  Yan, Qiang;  Zhang, Wenping;  Ma, Jian
收藏  |  浏览/下载：45/0  |  提交时间：2021/12/01
Interpretable knowledge-aware recommendation  Patent recommendation  Online behaviors  
Breaking the von Neumann bottleneck: architecture-level processing-in-memory technology 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 6, 页码: 10
作者:  Zou, Xingqi;  Xu, Sheng;  Chen, Xiaoming;  Yan, Liang;  Han, Yinhe
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
processing-in-memory (PIM)  von Neumann bottleneck  memory wall  PIM simulator  architecture-level PIM  
Co-Active: A Workload-Aware Collaborative Cache Management Scheme for NVMe SSDs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 6, 页码: 1437-1451
作者:  Sun, Hui;  Dai, Shangshang;  Huang, Jianzhong;  Qin, Xiao
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Time factors  Nonvolatile memory  Memory management  Parallel processing  Sun  Protocols  Degradation  Cache management  NAND flash  solid state disks  proactive write back  
Improve the Resolution and Parallel Performance of the Three-Dimensional Refine Algorithm in RELION Using CUDA and MPI 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 2, 页码: 583-595
作者:  Zhang, Jingrong;  Wang, Zihao;  Liu, Zhiyong;  Zhang, Fa
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
Memory management  Graphics processing units  Arrays  Statistical analysis  Three-dimensional displays  cryoEM  RELION  CUDA  statistical method  Top-k selection  
Toward Efficient Execution of Mainstream Deep Learning Frameworks on Mobile Devices: Architectural Implications 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 3, 页码: 453-466
作者:  Dai, Yuting;  Zhang, Rui;  Xue, Rui;  Liu, Benyong;  Li, Tao
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Deep learning  Mobile handsets  Performance evaluation  Mobile applications  Computational modeling  Quantization (signal)  Central Processing Unit  CPU usage  deep learning (DL)  energy efficiency  microarchitecture  mobile phone  network compression  thermal characterization  
Happy Emotion Recognition From Unconstrained Videos Using 3D Hybrid Deep Features 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 35524-35538
作者:  Samadiani, Najmeh;  Huang, Guangyan;  Hu, Yu;  Li, Xiaowei
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01
Feature extraction  Emotion recognition  Face recognition  Videos  Three-dimensional displays  Long short term memory  Visualization  Facial landmarks  facial expression recognition  long short term memory  multi-layer neural networks  happy emotion recognition  
CGNet: A Light-Weight Context Guided Network for Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 1169-1179
作者:  Wu, Tianyi;  Tang, Sheng;  Zhang, Rui;  Cao, Juan;  Zhang, Yongdong
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
Semantics  Image segmentation  Context modeling  Computer architecture  Computational modeling  Mobile handsets  Predictive models  Semantic segmentation  surrounding context  global context  context guided  
Towards In-Network Compact Representation: Mergeable Counting Bloom Filter Vis Cuckoo Scheduling 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 55329-55339
作者:  Liu, Wenjing;  Xu, Zhiwei;  Tian, Jie;  Zhang, Yujun
收藏  |  浏览/下载：26/0  |  提交时间：2021/12/01
Arrays  Merging  Random access memory  Edge computing  Distributed databases  Schedules  Electronic mail  Edge computing  in-network data representation  compact representation  mergeable counting bloom filter  cuckoo-based bit array scheduling