TbsNet: the importance of thin-branch structures in CNNs

The performance of a convolutional neural network (CNN) model is influenced by several factors, such as depth, width, network structure, size of the receptive field, and feature map scaling. The optimization of the best combination of these factors poses as the main difficulty in designing a viable...

Full description

Bibliographic Details
Main Authors: Xiujian Hu, Guanglei Sheng, Piao Shi, Yuanyuan Ding
Format: Article
Language:English
Published: PeerJ Inc. 2023-06-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1429.pdf