Granular vortex spin-torque nano oscillator for reservoir computing

S Shreya, AS Jenkins, Y Rezaeiyan, R Li, T Böhnert… - Scientific Reports, 2023 - nature.com
In this paper, we investigate the granularity in the free layer of the magnetic tunnel junctions
(MTJ) and its potential to function as a reservoir for reservoir computing where grains act as …

Weighted spin torque nano-oscillator system for neuromorphic computing

T Böhnert, Y Rezaeiyan, MS Claro, L Benetti… - Communications …, 2023 - nature.com
Neuromorphic computing is a promising strategy to overcome fundamental limitations, such
as enormous power consumption, by massive parallel data processing, similar to the brain …

Temperature effect on a weighted vortex spin-torque nano-oscillator for neuromorphic computing

R Li, Y Rezaeiyan, T Böhnert, A Schulman… - Scientific Reports, 2024 - nature.com
In this work, we present fabricated magnetic tunnel junctions (MTJs) that can serve as
magnetic memories (MMs) or vortex spin-torque nano-oscillators (STNOs) depending on the …

Non‐Volatile Analog Control and Reconfiguration of a Vortex Nano‐Oscillator Frequency

M Stebliy, A Jenkins, L Benetti, E Paz… - Advanced Functional …, 2024 - Wiley Online Library
Magnetic tunnel junctions are nanoscale devices that have recently attracted interest in the
context of frequency multiplexed spintronic neural networks, due to their interesting …

[HTML][HTML] Classification of multi-frequency RF signals by extreme learning, using magnetic tunnel junctions as neurons and synapses

N Leroux, D Marković, D Sanz-Hernández… - APL Machine …, 2023 - pubs.aip.org
Extracting information from radio-frequency (RF) signals using artificial neural networks at
low energy cost is a critical need for a wide range of applications from radars to health …