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JANM-IK: Jacobian Argumented Nelder-Mead Algorithm for Inverse Kinematics and its Hardware Acceleration 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2024, 卷号: 23, 期号: 1, 页码: 45-48
作者:  Yang, Yuxin;  Chen, Xiaoming;  Han, Yinhe
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
Robotics  inverse kinematics  Jacobian  nelder-mead  software-hardware co-design  accelerator  
Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：17/0  |  提交时间：2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
Characterizing and Understanding HGNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 2, 页码: 69-72
作者:  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：35/0  |  提交时间：2022/12/07
Kernel  Semantics  Aggregates  Mercury (metals)  Motion pictures  Graphics processing units  Electric breakdown  Heterogeneous graph neural networks  GNNs  characterization  execution semantic  execution pattern  
LINAC: A Spatially Linear Accelerator for Convolutional Neural Networks 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 29-32
作者:  Xiao, Hang;  Xu, Haobo;  Wang, Ying;  Wang, Yujie;  Han, Yinhe
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Linear particle accelerator  Correlation  Kernel  Convolution  Linear regression  System-on-chip  Quantization (signal)  Neural network  acceleration  convolution  linear regression  bit-sparsity  
Accelerating Graph Processing With Lightweight Learning-Based Data Reordering 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 5-8
作者:  Zou, Mo;  Zhang, Mingzhe;  Wang, Rujia;  Sun, Xian-He;  Ye, Xiaochun;  Fan, Dongrui;  Tang, Zhimin
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Instruction sets  Computational modeling  Predictive models  Big Data applications  Software  Optimization  Graph processing  reordering technique  learning-based prediction model  
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 卷号: 20, 期号: 2, 页码: 86-89
作者:  Wang, Lei;  Xiong, Xingwang;  Zhan, Jianfeng;  Gao, Wanling;  Wen, Xu;  Kang, Guoxin;  Tang, Fei
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Microarchitecture  Tools  Measurement  Pipelines  Java  Entropy  Runtime  Whole-picture workload characterization  intermediate representation  ISA  microarchitecture  
Hardware Acceleration for GCNs via Bidirectional Fusion 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 卷号: 20, 期号: 1, 页码: 4
作者:  Li, Han;  Yan, Mingyu;  Yang, Xiaocheng;  Deng, Lei;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
Random access memory  Computational modeling  Analytical models  Hardware  Engines  Computer architecture  Transforms  Graph convolutional neural networks  hardware accelerator  bidirectional execution  inter-phase fusion  
Characterizing and Understanding GCNs on GPU 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2020, 卷号: 19, 期号: 1, 页码: 22-25
作者:  Yan, Mingyu;  Chen, Zhaodong;  Deng, Lei;  Ye, Xiaochun;  Zhang, Zhimin;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Graph convolutional neural networks  characterization  execution pattern  GPU  
PIMSim: A Flexible and Detailed Processing-in-Memory Simulator 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2019, 卷号: 18, 期号: 1, 页码: 6-9
作者:  Xu, Sheng;  Chen, Xiaoming;  Wang, Ying;  Han, Yinhe;  Qian, Xuehai;  Li, Xiaowei
收藏  |  浏览/下载：89/0  |  提交时间：2019/04/03
Processing-in-memory  simulator  heterogeneous computing  memory system