High-efficiency and low-energy ship recognition strategy based on spiking neural network in SAR images

Ship recognition using synthetic aperture radar (SAR) images has important applications in the military and civilian fields. Aiming at the problems of the many model parameters and high-energy losses in the traditional deep learning methods for the target recognition in the SAR images, this study ha...

Full description

Bibliographic Details
Main Authors: Hongtu Xie, Xinqiao Jiang, Xiao Hu, Zhitao Wu, Guoqian Wang, Kai Xie
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2022.970832/full