A High-Throughput FPGA Accelerator for Lightweight CNNs With Balanced Dataflow

Zhiyuan Zhao, Yihao Chen, Pengcheng Feng +4

FPGA accelerators for lightweight neural convolutional networks (LWCNNs) have recently attracted significant attention. Most existing LWCNN accelerators focus on single-Computing-E…