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Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
An accelerated scheme for solving inhomogeneous elasticity in phase-field method and application to Ni-based multi-component alloys 期刊论文
MATERIALS TODAY COMMUNICATIONS, 2024, 卷号: 38, 页码: 11
作者:  Liu, Zhenzhi;  Zhao, Yan;  Shang, Genfeng;  Lu, Xiao-Gang;  Liu, Yao
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Accelerated scheme  Phase-field method  Inhomogeneous elasticity  Multi-component  
Lackadaisical discrete-time quantum walk on Johnson graph 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2024, 卷号: 635, 页码: 16
作者:  Peng, Fangjie;  Li, Meng;  Sun, Xiaoming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Discrete-time quantum walk  Johnson graph  Quadratic speedup  
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 13
作者:  Chen, Yanming;  Wu, Gang;  Shuai, Mingrui;  Lou, Shubin;  Zhang, Yiwen;  An, Zhulin
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Neural network  Model compression  Filter pruning  Attention  Rank enhancement  CNNs  
Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
AKGF: Automatic Kernel Generation for DNN on CPU-FPGA 期刊论文
COMPUTER JOURNAL, 2023, 页码: 9
作者:  Dong, Dong;  Jiang, Hongxu;  Diao, Boyu
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
DNN accelerated compilers  polyhedral model  heterogeneous computing  CPU-FPGA  
piRT-IFC: Physics-informed real-time impedance flow cytometry for the characterization of cellular intrinsic electrical properties 期刊论文
MICROSYSTEMS & NANOENGINEERING, 2023, 卷号: 9, 期号: 1, 页码: 10
作者:  Luan, Xiaofeng;  Liu, Pengbin;  Huang, Di;  Zhao, Haiping;  Li, Yuang;  Sun, Sheng;  Zhang, Wenchang;  Zhang, Lingqian;  Li, Mingxiao;  Zhi, Tian;  Zhao, Yang;  Huang, Chengjun
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 3, 页码: 766-780
作者:  Cao, Hang;  Yuan, Liang;  Zhang, He;  Zhang, Yunquan;  Wu, Baodong;  Li, Kun;  Li, Shigang;  Zhang, Minghua;  Lu, Pengqi;  Xiao, Junmin
收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12
Atmospheric general circulation model  3-D decomposition  leap-format finite-difference  heterogeneous acceleration  
Lightweight real-time stereo matching algorithm for AI chips 期刊论文
COMPUTER COMMUNICATIONS, 2023, 卷号: 199, 页码: 210-217
作者:  Liu, Yi;  Wang, Wenhao;  Xu, Xintao;  Guo, Xiaozhou;  Gong, Guoliang;  Lu, Huaxiang
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
AI chips  Stereo matching  Lightweight network  Unsupervised learning  Multi-stage stereo matching  
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：25/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization