Recognition system of convolution neural network based on FPGA acceleration

A convolutional neural network(CNN) inference system is designed based on the FPGA platform for the problem that the convolutional neural network infers at low speed and it is power consuming on the general CPU and GPU platforms. By computing resource reusing, parallel processing of data and pipelin...

Full description

Bibliographic Details
Main Authors: Lin Zhiwen, Lin Zhixian, Guo Tailiang, Lin Shanling
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2020-02-01
Series:Dianzi Jishu Yingyong
Subjects:
Online Access:http://www.chinaaet.com/article/3000114394