PASGCN: An ReRAM-Based PIM Design for GCN With Adaptively Sparsified Graphs

Author:

Yang Tao1ORCID,Li Dongyue1,Ma Fei1,Song Zhuoran1ORCID,Zhao Yilong1,Zhang Jiaxi2,Liu Fangxin1ORCID,Jiang Li1ORCID

Affiliation:

1. School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China

2. School of Computer Science, Peking University, Beijing, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Reference41 articles.

1. In-Memory Data Parallel Processor

2. Categorical reparameterization with gumbel-softmax;jang;arXiv 1611 01144,2016

3. Approximating maximum independent sets by excluding subgraphs

Cited by 8 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. ReAIM: A ReRAM-based Adaptive Ising Machine for Solving Combinatorial Optimization Problems;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

2. DCIM-GCN: Digital Computing-in-Memory Accelerator for Graph Convolutional Network;IEEE Transactions on Circuits and Systems I: Regular Papers;2024-06

3. An Integration and Time-Sampling based Readout Circuit with Current Compensation for Parallel MAC operations in RRAM Arrays;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

4. A Survey on Graph Neural Network Acceleration: A Hardware Perspective;Chinese Journal of Electronics;2024-05

5. Enabling Neuromorphic Computing for Artificial Intelligence with Hardware-Software Co-Design;Neuromorphic Computing;2023-11-15

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