Neuromorphic spintronics

J Grollier, D Querlioz, KY Camsari… - Nature …, 2020 - nature.com
Neuromorphic computing uses brain-inspired principles to design circuits that can perform
computational tasks with superior power efficiency to conventional computers. Approaches …

2D materials for spintronic devices

EC Ahn - npj 2D Materials and Applications, 2020 - nature.com
Abstract 2D materials are attractive for nanoelectronics due to their ultimate thickness
dimension and unique physical properties. A wide variety of emerging spintronic device …

Emerging research landscape of altermagnetism

L Šmejkal, J Sinova, T Jungwirth - Physical Review X, 2022 - APS
Magnetism is one of the largest, most fundamental, and technologically most relevant fields
of condensed-matter physics. Traditionally, two basic magnetic phases have been …

A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

[HTML][HTML] Artificial intelligence in healthcare: review and prediction case studies

G Rong, A Mendez, EB Assi, B Zhao, M Sawan - Engineering, 2020 - Elsevier
Artificial intelligence (AI) has been developing rapidly in recent years in terms of software
algorithms, hardware implementation, and applications in a vast number of areas. In this …

[HTML][HTML] Perspective: Magnetic skyrmions—Overview of recent progress in an active research field

K Everschor-Sitte, J Masell, RM Reeve… - Journal of Applied …, 2018 - pubs.aip.org
Within a decade, the field of magnetic skyrmionics has developed from a niche prediction to
a huge and active research field. Not only do magnetic skyrmions—magnetic whirls with a …

The 2020 magnetism roadmap

EY Vedmedenko, RK Kawakami… - Journal of Physics D …, 2020 - iopscience.iop.org
Interfacial Dzyaloshinskii-Moriya Interactions 2. Spin and Magnetism in 2D Materials 3.
Curvilinear magnetism 4. Spin-orbit torques and emergent applications 5. All-optical …

Neuromorphic computing with nanoscale spintronic oscillators

J Torrejon, M Riou, FA Araujo, S Tsunegi, G Khalsa… - Nature, 2017 - nature.com
Neurons in the brain behave as nonlinear oscillators, which develop rhythmic activity and
interact to process information. Taking inspiration from this behaviour to realize high-density …

Vowel recognition with four coupled spin-torque nano-oscillators

M Romera, P Talatchian, S Tsunegi, F Abreu Araujo… - Nature, 2018 - nature.com
In recent years, artificial neural networks have become the flagship algorithm of artificial
intelligence. In these systems, neuron activation functions are static, and computing is …

Large-area soft e-skin: The challenges beyond sensor designs

R Dahiya, N Yogeswaran, F Liu… - Proceedings of the …, 2019 - ieeexplore.ieee.org
Sensory feedback from touch is critical for many tasks carried out by robots and humans,
such as grasping objects or identifying materials. Electronic skin (e-skin) is a crucial …