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An Application-oblivious Memory Scheduling System for DNN Accelerators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2022, 卷号: 19, 期号: 4, 页码: 26
作者:  Li, Jiansong;  Wang, Xueying;  Chen, Xiaobing;  Li, Guangli;  Dong, Xiao;  Zhao, Peng;  Yu, Xianzhi;  Yang, Yongxin;  Cao, Wei;  Liu, Lei;  Feng, Xiaobing
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Deep learning  memory scheduling  runtime system  DNN accelerators  
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：26/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
EALI: Energy-aware layer-level scheduling for convolutional neural network inference services on GPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 265-281
作者:  Yao, Chunrong;  Liu, Wantao;  Liu, Zhibing;  Yan, Longchuan;  Hu, Songlin;  Tang, Weiqing
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Scheduling  Convolutional neural networks (CNNs)  GPUs  Service-level-objective (SLO)  Energy minimization  Inference services  
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 5, 页码: 1200-1220
作者:  Liu, Lei;  Ma, Xiu;  Liu, Hua-Xiao;  Li, Guang-Li;  Liu, Lei
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
deep learning accelerator  programming framework  domain-specific language  
Robust Lidar-Inertial Odometry with Ground Condition Perception and Optimization Algorithm for UGV 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 19, 页码: 19
作者:  Zhao, Zixu;  Zhang, Yucheng;  Shi, Jinglin;  Long, Long;  Lu, Zaiwang
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
lidar-inertial odometry  ground perception  state estimation  sensor fusion  UGV  
Portrait: A holistic computation and bandwidth balanced performance evaluation model for heterogeneous systems 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 卷号: 35, 页码: 8
作者:  Wu, Jingya;  Lu, Wenyan;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Accelerators  Heterogeneous systems  Bandwidth contention  Hardware hazard  PCIe  
Modeling and Optimization of Low-Power AND Gates Based on Stochastic Thermodynamics 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 9, 页码: 3729-3733
作者:  Kuang, Jiayue;  Ge, Xiaohu;  Yang, Yang;  Tian, Lin
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Logic gates  Transistors  Energy states  Thermodynamics  Voltage  Energy consumption  Integrated circuit modeling  Stochastic thermodynamics  subthreshold voltage  single-electron transistor  AND gate  order of operations  
Image Denoising Based on GAN with Optimization Algorithm 期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 15, 页码: 12
作者:  Zhu, Min-Ling;  Zhao, Liang-Liang;  Xiao, Li
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
image denoising  GAN  optimization algorithm  autoencoder  ResNet  
Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 128, 页码: 20
作者:  Choong, Benjamin Chen Ming;  Luo, Tao;  Liu, Cheng;  He, Bingsheng;  Zhang, Wei;  Zhou, Joey Tianyi
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Artificial intelligence  Hardware-software co-design  Deep learning  Embedded systems  Emerging memory  
VCSNet: V-fused color saliency net 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 12
作者:  Xu, Binjing;  Wu, Qiong;  Qin, Hong;  Liu, Zhiyuan;  Shi, Lin;  Li, Shuang
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
color attention  deep learning  eye movement  saliency detection