Open AccessFD-CNN: A Frequency-Domain FPGA Acceleration Scheme for CNN-Based Image-Processing Applications
Author(s) -
Xiaoyang Wang,
Zhe Zhou,
Zhihang Yuan,
Jingchen Zhu,
Guangyu Sun,
Yulong Cao,
Yao Zhang,
Kangrui Sun
Publication year - 2023
Publication title -
acm transactions on embedded computing systems
Language(s) - English
Resource type - Journals
eISSN - 1558-3465
pISSN - 1539-9087
DOI - 10.1145/3559105
Subject(s) - computer science , convolutional neural network , field programmable gate array , discrete cosine transform , artificial intelligence , stratix , pipeline (software) , image processing , decoding methods , computer hardware , computer vision , algorithm , image (mathematics) , programming language