J. Mater. Sci. Technol. ›› 2025, Vol. 234: 15-23.DOI: 10.1016/j.jmst.2025.03.006

• Research Article • Previous Articles     Next Articles

Largely tunable compensation temperature in a rare-earth ferrimagnetic metal and deterministic spin-orbit torque switching for artificial neural network application

Li Liua,1, Yuzhou Heb,1, Yifei Mac, Peixin Qina,*, Hongyu Chena, Xiaoning Wanga, Xiaorong Zhoua, Ziang Menga, Guojian Zhaoa, Zhiyuan Duana, Dazhuang Kanga,*, Yu Liue,*, Shuai Ningc,*, Zhaochu Luod,*, Qinghua Zhangb,*, Zhiqi Liua,*   

  1. aSchool of Materials Science and Engineering, Beihang University, Beijing 100191, China;
    bBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China;
    cSchool of Materials Science and Engineering, Nankai University, Tianjin 300350, China;
    dState Key Laboratory for Mesoscopic Physics, School of Physics, Peking University, Beijing 100871, China;
    eCollege of Integrated Circuit Science and Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210023, China
  • Received:2024-11-10 Revised:2025-03-06 Accepted:2025-03-07 Published:2025-11-01 Online:2025-03-22
  • Contact: *E-mail addresses: qinpeixin@buaa.edu.cn (P. Qin), kangdazhuang@buaa.edu.cn (D. Kang), y-liu-17@tsinghua.org.cn (Y. Liu), sning@nankai.edu.cn (S. Ning), zhaochu.luo@pku.edu.cn (Z. Luo), zqh@iphy.ac.cn (Q. Zhang), zhiqi@buaa.edu.cn (Z. Liu).
  • About author:1These authors contributed equally to this work.

Abstract: Ferrimagnets are important for next-generation high-density ultrafast spintronic device applications. Magnetization compensation temperature (TM) is a fundamentally critical magnetic parameter for ferrimagnets besides their Curie temperature. Around TM, the spin-orbit switching efficiencies are extraordinarily high. Therefore, the accurate manipulation of TM from the material fabrication process is essential for the electrical steering of ferrimagnetic spins. In this work, CoTb thin films, with the 3d and 4f magnetic sublattices antiferromagnetically coupled to each other, are deposited at different temperatures. The magnetotransport and magnetic properties of these films are systematically investigated. It was found that the TM of this rare-earth ferrimagnet largely depends on the growth temperature and it can be tuned by over 100 K. Accordingly, the spins of an optimized ferrimagnetic CoTb thin film with its TM close to room temperature can be efficiently switched by the current-pulse-induced spin-orbit torque. Moreover, an artificial neural network utilizing the spin-orbit torque device was constructed, demonstrating an image recognition accuracy of approximately 92.5 %, which is comparable to that of conventional software solutions. Thus, this work demonstrates the large tunability of TM of a rare earth ferrimagnet by chemical ordering and the great potential of such a ferrimagnet for electrically operated spintronic devices.

Key words: Ferrimagnetic metals, CoTb, Spin-orbit torque, Compensation temperatures, Artificial neural network