Nature Communications (Feb 2023)
Spintronic leaky-integrate-fire spiking neurons with self-reset and winner-takes-all for neuromorphic computing
- Di Wang,
- Ruifeng Tang,
- Huai Lin,
- Long Liu,
- Nuo Xu,
- Yan Sun,
- Xuefeng Zhao,
- Ziwei Wang,
- Dandan Wang,
- Zhihong Mai,
- Yongjian Zhou,
- Nan Gao,
- Cheng Song,
- Lijun Zhu,
- Tom Wu,
- Ming Liu,
- Guozhong Xing
Affiliations
- Di Wang
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Ruifeng Tang
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Huai Lin
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Long Liu
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Nuo Xu
- Department of Electrical Engineering and Computer Sciences, University of California
- Yan Sun
- Institute of Metal Research, Chinese Academy of Sciences
- Xuefeng Zhao
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Ziwei Wang
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Dandan Wang
- Jiufengshan Laboratory
- Zhihong Mai
- Jiufengshan Laboratory
- Yongjian Zhou
- Key Laboratory of Advanced Materials (MOE), School of Materials Science and Engineering, Tsinghua University
- Nan Gao
- School of Microelectronics, University of Science and Technology of China
- Cheng Song
- Key Laboratory of Advanced Materials (MOE), School of Materials Science and Engineering, Tsinghua University
- Lijun Zhu
- State Key Laboratory of Superlattices and Microstructures, Institute of Semiconductors, Chinese Academy of Sciences
- Tom Wu
- Department of Applied Physics, The Hong Kong Polytechnic University
- Ming Liu
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- Guozhong Xing
- Key Laboratory of Microelectronics Devices & Integration Technology, Institute of Microelectronics, Chinese Academy of Sciences
- DOI
- https://doi.org/10.1038/s41467-023-36728-1
- Journal volume & issue
-
Vol. 14,
no. 1
pp. 1 – 12
Abstract
Designing bio-inspired artificial neurons within a single device is challenging. Here, the authors demonstrate a spintronic neuron with leaky-integrate-fire and self-reset characteristics and corroborate a new trajectory of all-spin neuromorphic computing hardware holistic implementation.
