Design and Implementation of Accelerator for Lightweight Neural Network

This paper designs a network accelerator based on the Field Programmable Gate Array(FPGA) platform for the lightweight convolutional network represented by MobileNet.By optimizing DW and PW lightweight modules and implementing commonly used convolution, ReLU and other functional modules, the neural...

Full description

Bibliographic Details
Published in:Jisuanji gongcheng
Main Author: HUANG Rui, JIN Guanghao, LI Lei, JIANG Wenchao, SONG Qingzeng
Format: Article
Language:English
Published: Editorial Office of Computer Engineering 2021-09-01
Subjects:
Online Access:https://www.ecice06.com/fileup/1000-3428/PDF/20210922.pdf