Point-X: A Spatial-Locality-Aware Architecture for Energy-Efficient Graph-Based Point-Cloud Deep Learning

Author:

Zhang Jie-Fang1,Zhang Zhengya1

Affiliation:

1. University of Michigan, Ann Arbor, United States of America

Publisher

ACM

Reference60 articles.

1. Rabbit Order: Just-in-Time Parallel Reordering for Fast Graph Analysis

2. Point convolutional neural networks by extension operators

3. Clustering a DAG for CAD databases

4. Can Chen Luca Zanotti Fragonara and Antonios Tsourdos. 2019. GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud. arXiv:1905.08705 Can Chen Luca Zanotti Fragonara and Antonios Tsourdos. 2019. GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud. arXiv:1905.08705

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. BitNN: A Bit-Serial Accelerator for K-Nearest Neighbor Search in Point Clouds;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

2. FLNA: Flexibly Accelerating Feature Learning Networks for Large-Scale Point Clouds With Efficient Dataflow Decoupling;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-04

3. APoX: Accelerate Graph-Based Deep Point Cloud Analysis via Adaptive Graph Construction;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

4. QuickFPS: Architecture and Algorithm Co-Design for Farthest Point Sampling in Large-Scale Point Clouds;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-11

5. An Energy-Efficient 3D Point Cloud Neural Network Accelerator With Efficient Filter Pruning, MLP Fusion, and Dual-Stream Sampling;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3