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Magnon scattering modulated by omnidirectional hopfion motion in antiferromagnets for meta-learning.

Authors :
Zhizhong Zhang
Lin, Kelian
Yue Zhang
Bournel, Arnaud
Ke Xia
Kläui, Mathias
Weisheng Zhao
Source :
Science Advances. 2/10/2023, Vol. 9 Issue 6, p1-11. 11p.
Publication Year :
2023

Abstract

The article presents a neural network based on magnon scattering modulated by an omnidirectional mobile hopfion in antiferromagnets, including the connections between neurons are related to the frequency dependence of magnon scattering, which allows for high connection density and meta-learning. It also mentions that the proposed design could break the connection density bottleneck in neuromorphic computing and provide a guideline for future design.

Details

Language :
English
ISSN :
23752548
Volume :
9
Issue :
6
Database :
Academic Search Index
Journal :
Science Advances
Publication Type :
Academic Journal
Accession number :
161806238
Full Text :
https://doi.org/10.1126/sciadv.ade7439