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SLAM-CIM: A Visual SLAM Backend Processor With Dynamic-Range-Driven-Skipping Linear-Solving FP-CIM Macros 期刊论文
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2024, 页码: 13
作者:  Li, Mengjie;  Zhu, Haozhe;  He, Siqi;  Zhang, Hongyi;  Liao, Jie;  Zhai, Danfeng;  Chen, Chixiao;  Liu, Qi;  Zeng, Xiaoyang;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载:3/0  |  提交时间:2024/12/06
Simultaneous localization and mapping  Sorting  In-memory computing  Visualization  Energy efficiency  Optimization  Common Information Model (computing)  Compute in memory (CIM)  floating point (FP)  linear system solver  simultaneous localization and mapping (SLAM)  
An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510
作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe
收藏  |  浏览/下载:7/0  |  提交时间:2024/12/06
Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)  
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1525-1537
作者:  Wang, Duo;  Yan, Mingyu;  Teng, Yihan;  Han, Dengke;  Liu, Xin;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:3/0  |  提交时间:2024/12/06
Pareto optimization  Predictive models  Measurement  Space exploration  Prediction algorithms  Central Processing Unit  Microarchitecture  CPU microarchitecture  design space exploration (DSE)  multiobjective exploration  Pareto hypervolume  prediction model  
UAV Trajectory Optimization for Large-Scale and Low-Power Data Collection: An Attention-Reinforced Learning Scheme 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 4, 页码: 3009-3024
作者:  Zhu, Yuchen;  Yang, Bo;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Autonomous aerial vehicles  Sensors  Data collection  Energy consumption  Wireless communication  Optimization  Data models  Unmanned aerial vehicle  trajectory optimization  data collection  attention model  deep reinforcement learning  LoRa  
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 卷号: 143, 页码: 14
作者:  Li, Guangli;  Ma, Xiu;  Yu, Qiuchu;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载:16/0  |  提交时间:2023/12/04
On-device deep learning  Efficient neural networks  Model approximation and optimization  
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  
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:  Tan, Guangming;  Shui, Chaoyang;  Wang, Yinshan;  Yu, Xianzhi;  Yan, Yujin
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Pipeline processing  Graphics processing units  Computer architecture  Supercomputers  Clustering algorithms  Programming  Optimization  LINPACK algorithm  software pipeline  performance model  heterogeneous computing  cluster  
EasiEdge: A Novel Global Deep Neural Networks Pruning Method for Efficient Edge Computing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 3, 页码: 1259-1271
作者:  Yu, Fang;  Cui, Li;  Wang, Pengcheng;  Han, Chuanqi;  Huang, Ruoran;  Huang, Xi
收藏  |  浏览/下载:41/0  |  提交时间:2021/12/01
Acceleration  Internet of Things  Computational modeling  Edge computing  Sensitivity analysis  Optimization  Convex functions  Deep neural networks (DNNs)  edge computing  filter pruning  model compression and acceleration  
A Parallel Cerebrovascular Segmentation Algorithm Based on Focused Multi-Gaussians Model and Heterogeneous Markov Random Field 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2020, 卷号: 19, 期号: 3, 页码: 538-546
作者:  Lv, Zhilong;  Mi, Fubo;  Wu, Zhongke;  Zhu, Yicheng;  Liu, Xinyu;  Tian, Mei;  Zhang, Fa;  Wang, Xingce;  Wan, Xiaohua
收藏  |  浏览/下载:64/0  |  提交时间:2020/12/10
Gaussian distribution  Image segmentation  Particle swarm optimization  Optimization  Histograms  Markov random fields  Robustness  Three-dimensional cerebrovascular segmentation  focused multi-Gaussians model  Chaotic oscillation particle swarm optimization  Markov random field  
EDOA: an efficient delay optimization approach for mixed-polarity Reed-Muller logic circuits under the unit delay model 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 5, 页码: 1102-1115
作者:  He, Zhenxue;  Xiao, Limin;  Gu, Fei;  Ruan, Li;  Huo, Zhisheng;  Li, Mingzhe;  Zhu, Mingfa;  Zhang, Longbing;  Liu, Rui;  Wang, Xiang
收藏  |  浏览/下载:269/0  |  提交时间:2019/08/16
delay optimization  mixed-polarity Reed-Muller logic circuits  unit delay model  don't-care terms  Huffman tree construction algorithm