Accelerating Graph Convolutional Networks Using Crossbar-based Processing-In-Memory Architectures

Author:

Huang Yu1,Zheng Long1,Yao Pengcheng1,Wang Qinggang1,Liao Xiaofei1,Jin Hai1,Xue Jingling2

Affiliation:

1. Huazhong University of Science and Technology,National Engineering Research Center for Big Data Technology and System, Service Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology,China

2. UNSW Sydney,Australia

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference55 articles.

1. Ligra

2. ISAAC

3. NeuGraph: Parallel Deep Neural Network Computation on Large Graphs;ma;Proceedings of the Technical Conference (ATC),2019

4. Timely: Pushing Data Movements And Interfaces In Pim Accelerators Towards Local And In Time Domain

5. GCNAX: A Flexible and Energy-efficient Accelerator for Graph Convolutional Neural Networks

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