activity
20132026
most citedMagnetic skyrmion artificial synapse for neuromorphic computing

612 citations · 3.1k across the 120 of their papers we have counts for

collaborators
Showing physics.app-phShow all

30 papers · 1 filter

physics.app-ph2025

Ultralong Octupole Moment Switching Driven by Twin Topological Spin

Shijie Xu, Zhizhong Zhang, Yan Huang +10

Spintronics has emerged as a revolutionary frontier in the pursuit of faster, more energy-efficient, and technologically advanced electronics.

physics.app-ph2025

Nonlinearity Modulation of Auto-oscillations in Three-terminal Magnetic Tunnel Junctions

Zixi Wang, Wenlong Cai, Ao Du +5

Spin torque nano-oscillators (STNOs) hold encouraging promise for nanoscale microwave generators, modulators, and new types of intelligent computing. The nonlinearity, describing t…

physics.app-ph2025

An Ultra-Low Power and Fast Ising Machine using Voltage-Controlled Magnetoresistive Random Access Memory

Sai Li, Yihao Zhang, Albert Lee +6

Physics-inspired computing paradigms, such as Ising machines, are emerging as promising hardware alternatives to traditional von Neumann architectures for tackling computationally…

physics.app-ph2025

QUEST: A Quantized Energy-Aware SNN Training Framework for Multi-State Neuromorphic Devices

Sai Li, Linliang Chen, Yihao Zhang +6

Neuromorphic devices, leveraging novel physical phenomena, offer a promising path toward energy-efficient hardware beyond CMOS technology by emulating brain-inspired computation. H…

physics.app-ph2024

NAND-like SOT-MRAM-based Approximate Storage for Error-Tolerant Applications

Min Wang, Zhengyi Hou, Chenyi Wang +13

We demonstrate approximate storage based on NAND-like spin-orbit torque (SOT) MRAM, through "device-modeling-architecture" explorations. We experimentally achieve down to 1E-5 leve…

physics.app-ph2024★ 4 cited

Interlayer Dzyaloshinskii-Moriya interaction in synthetic ferrimagnets

Shen Li, Mouad Fattouhi, Tianxun Huang +10

The antisymmetric interlayer exchange interaction, i.e., interlayer Dzyaloshinskii-Moriya interaction (IL-DMI) has attracted significant interest since this long-range chiral spin…