English

Towards Magnonic Logic and Neuromorphic Computing: Controlling Spin-Waves by Spin-Polarized Current

Materials Science 2023-01-13 v1 Disordered Systems and Neural Networks

Abstract

Spin-waves (magnons) are among the prime candidates for building fast yet energy-efficient platforms for information transport and computing. We here demonstrate theoretically and in state-of-the-art micromagnetic simulation the effects that strategically-injected spin-polarized current can have on controlling magnonic transport. We reveal analytically that the Zhang-Li spin-transfer-torque induced by applied current is analogous to the Dzyaloshinskii-Moriya interaction for scattering the magnons in the linear regime, to then provide a generalized Snell's law that describes the spin-wave propagation across regions with different current densities. We validate the latter in numerical simulations of realistic systems, and exemplify how these findings may help advance the design of spin-wave logic and neuromorphic computing devices.

Keywords

Cite

@article{arxiv.2301.04922,
  title  = {Towards Magnonic Logic and Neuromorphic Computing: Controlling Spin-Waves by Spin-Polarized Current},
  author = {Raí M. Menezes and Jeroen Mulkers and Clécio C. de Souza Silva and Bartel Van Waeyenberge and Milorad V. Milošević},
  journal= {arXiv preprint arXiv:2301.04922},
  year   = {2023}
}
R2 v1 2026-06-28T08:10:06.417Z