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

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1. 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

2. 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

3. Point Cloud Acceleration by Exploiting Geometric Similarity;56th Annual IEEE/ACM International Symposium on Microarchitecture;2023-10-28

4. Comparative Study of Point Cloud Classification Using Deep Learning Neural Networks;2023 International Conference on Digital Applications, Transformation & Economy (ICDATE);2023-07-14

5. TiPU: A Spatial-Locality-Aware Near-Memory Tile Processing Unit for 3D Point Cloud Neural Network;2023 60th ACM/IEEE Design Automation Conference (DAC);2023-07-09

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