Hyunsoo Yang
Affiliation: National University of Singapore, Singapore
Bio: Hyunsoo Yang is a Professor in the Department of Electrical and Computer Engineering, National University of Singapore (NUS), working on various magnetic materials and devices for spintronics applications. He worked at C&S technology and Intelligent Fiber Optic Systems, California. He received his Doctorate from Stanford University. From 2004-2007, he was at IBM Almaden Research Center. He has authored more than 260 journal articles, given 200 invited presentations, and 20 patents. He was a recipient of the Outstanding Dissertation Award from the American Physical Society (GMAG), IEEE Magnetics Society Distinguished Lecturer, Minister of Science ICT award, Mid-Career Award of the IEEE Magnetics Society, AAIA Fellow, and IEEE Fellow.
Title: Spin-based Nonvolatile Memories, Unconventional Computing, and Energy Harvesting
Abstract: Spin-based magnetic random-access memory is emerging as a key enabling low-power technologies, which have already spread over markets from embedded memories to the Internet of Things. In addition, spin devices can offer alternative solutions for unconventional computing and energy harvesting. We present an experimental Ising computer based on magnetic tunnel junctions, which successfully solves a 70-city travelling salesman problem (4761-node Ising problem) [1]. We also propose a spintronic artificial neuron based on the heavy metal (HM)/ferromagnet (FM)/antiferromagnet (AFM) [2], which can reset itself due to the exchange bias. Using our proposed neuron, we further implement a restricted Boltzmann machine (RBM) and stochastic integration multilayer perceptron (SI-MLP). By integrating the electrically connected eight spin-torque oscillators (STOs), we demonstrate the battery-free energy-harvesting system by utilizing the wireless RF energy to power electronic devices such as LEDs [3,4].
We present our perspective on spin device applications using emerging 2D materials [5]. Previous proposals for field-free spin-orbit torque (SOT) switching of perpendicular magnetic anisotropy (PMA) require an additional magnetic field. Exploiting the out-of-plane spins could be a solution to this challenge [6]. Here we experimentally demonstrate field-free switching of PMA CoFeB at room temperature utilizing out-of-plane spins from Weyl semimetals, TaIrTe4 [7] and PtTe2/WTe2 [8]. Finally, we discuss magnon-mediated spin torques, which could minimize Joule heating and corresponding energy dissipation [9]. We demonstrate magnon current-driven switching of PMA at room temperature and field-free operation [10].
References:
[1] J. Si, et al., Nat. Commun. (2024) 15, 3457.
[2] Q. Yang, et al., Nano Lett. (2022) 22, 8437.
[3] R. Sharma et al., Nat. Commun. (2021) 12, 2924.
[4] R. Sharma et al., Nat. Elec. (2024) 7, 653–661.
[5] H. Yang et al., Nature (2022) 606, 663-673.
[6] Q. Yang, et al., Nat. Commun. (2024) 15, 1814.
[7] Y. Liu, et al. Nat. Electron. (2023) 6, 732-738.
[8] F. Wang, et al. Nat. Mater. (2024) 23, 768-774.
[9] Y. Wang, et al. Science (2019) 366, 1125-1128.
[10] F. Wang, et al. Nat. Nano. (2024) 19, 1478–1484.