A Fourier Domain Training Framework for Convolutional Neural Networks Based on the Fourier Domain Pyramid Pooling Method and Fourier Domain Exponential Linear Unit

convolutional neural networks (CNNs) in the frequency domain is of great significance for extending the deep learning principle to the frequency domain. However, the frequency domain representation of the convnet architecture is highly demanding due to their complicated Fourier domain training featu...

Full description

Bibliographic Details
Main Authors: Jinhua Lin, Lin Ma, Yu Yao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8808902/