LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator

Zhuofu Tao, Chen Wu, Yuan Liang +1

Graph convolutional networks (GCNs) have been introduced to effectively process non-euclidean graph data. However, GCNs incur large amounts of irregularity in computation and memor…