Voltage-Controlled Skyrmion Memristor for Energy-Efficient Synapse Applications

被引:51
作者
Luo, Shijiang [1 ]
Xu, Nuo [2 ]
Guo, Zhe [1 ]
Zhang, Yue [1 ]
Hong, Jeongmin [1 ]
You, Long [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Opt & Elect Informat, Wuhan 430074, Hubei, Peoples R China
[2] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
基金
中国国家自然科学基金;
关键词
Skyrmion; spintronics; memristor; synapse; multiferroic heterostructure; magnetic tunnel junction; SPIN REORIENTATION TRANSITION; MAGNETIC-ANISOTROPY; DYNAMICS; MEMORY; STRAIN;
D O I
10.1109/LED.2019.2898275
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel voltage-controlled skyrmion memristor (VCSK-Memristor) based on a multiferroic heterostructure is proposed and studied. Under electric-field-modulated magnetic anisotropy via remnant strain, continuously tunable resistance is obtained in a VCSK-Memristor due to the skyrmion size modulation in the ferromagnetic layer. Geometrical scaling studies on VCSK-Memristor are performed to provide the guidelines for the design and optimization of this newly proposed spintronic device. The results indicate that the VCSK-Memristor is advantageous for fabricating energy-efficient synapse arrays for hardware neural-network applications.
引用
收藏
页码:635 / 638
页数:4
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