Physicists find properties of magnetic soliton of interest for brain-inspired computing

Physicists find properties of magnetic soliton of interest for brain-inspired computing

A team of physicists has uncovered properties of a category of magnetic waves relevant to the development of neuromorphic computing—an artificial intelligence system that seeks to mimic human-brain function.

"As we continue to pioneer novel computing paradigms, understanding the characteristics and promise of their building blocks is essential," explains Andrew Kent, a physicist at New York University who led the research team. "Our findings reveal how one of these components act, which is the next step in helping realize their potential."

The research, which appears in the journal Scientific Reports, also included scientists from the University of Barcelona and the Institute of Materials Science of Barcelona. Its lead authors were Jinting Hang, an NYU physics graduate student, and Christian Hahn, an NYU postdoctoral fellow who presently works at Physikalisch-Technische Bundesanstalt (PTB) in Germany.

Kent and his colleagues previously imaged magnetic solitons, a then-undetected magnetic wave, which offer the possibility to serve as an energy-efficient means to transfer data in consumer electronics.

Solitons, or solitary waves, were theorized to occur in magnets in the 1970s. They form because of a delicate balance of magnetic forces—much like water waves can form a tsunami. These magnetic waves can potentially be harnessed to transmit data in magnetic circuits in a way that is far more energy efficient than current methods that involve moving electrical charge.

A magnetic droplet orbiting an electrical contact to a thin magnetic layer. The perimeter of the contact is shown by the blue circle. The magnetic moments in the droplet oscillate very rapidly compared to the time it takes for the droplet to complete an orbit. Like water drops, a magnetic droplet will evaporate, or disappear, when no longer sustained by an electrical current. Credit: NYU's Department of Physics

In the Scientific Reports study, the scientists examined a specific type of soliton—a magnetic droplet, which is dynamic; the magnetic waves that make up this kind of soliton oscillate rapidly.

In their work, the researchers unearthed some of these droplet solitons' functionality—specifically, how far or long solitons can propagate without dissipating and how long they take to form.

"This category of solitons may be important to the development of brain-inspired computing systems," explains Kent. "For example, they function as oscillators with a memory and thus mimic some characteristics of neurons."

A video of this process may be viewed here. It shows a magnetic droplet orbiting an electrical contact to a thin magnetic layer. The perimeter of the contact is shown by the blue circle. The magnetic moments in the droplet oscillate very rapidly compared to the time it takes for the droplet to complete an orbit. Like water drops, a magnetic droplet will evaporate, or disappear, when no longer sustained by an electrical current.


Explore further

Physicists catch a magnetic wave that offers promise for more energy-efficient computing

More information: Jinting Hang et al, Generation and annihilation time of magnetic droplet solitons, Scientific Reports (2018). DOI: 10.1038/s41598-018-25134-z
Journal information: Scientific Reports

Citation: Physicists find properties of magnetic soliton of interest for brain-inspired computing (2018, May 1) retrieved 20 April 2019 from https://phys.org/news/2018-05-physicists-properties-magnetic-soliton-brain-inspired.html
This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no part may be reproduced without the written permission. The content is provided for information purposes only.
171 shares

Feedback to editors

User comments

Please sign in to add a comment. Registration is free, and takes less than a minute. Read more