A perspective on physical reservoir computing with nanomagnetic devices

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations

(2022) Xing Chen et al.   Nature Communications

EchoVPR: Echo State Networks for Visual Place Recognition

(2022) Anil Ozdemir et al.   IEEE Robotics and Automation Letters

Reconfigurable training and reservoir computing in an artificial spin-vortex ice via spin-wave fingerprinting

(2022) Jack C. Gartside et al.   Nature Nanotechnology

Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetisation Dynamics

(2022) Ian Vidamour et al.   NANOTECHNOLOGY

A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing

(2022) Yanan Zhong et al.   Nature Electronics

Numerical simulation of artificial spin ice for reservoir computing

(2021) Kwan HON et al.   Applied Physics Express

Enhancing computational performance of a spin-wave reservoir computer with input synchronization

(2021) Stuart Watt et al.   JOURNAL OF APPLIED PHYSICS

Dynamically‐Driven Emergence in a Nanomagnetic System

(2021) Richard W. Dawidek et al.   ADVANCED FUNCTIONAL MATERIALS

Scalable reservoir computing on coherent linear photonic processor

(2021) Mitsumasa Nakajima et al.   Communications Physics

Voltage-controlled superparamagnetic ensembles for low-power reservoir computing

(2021) A. Welbourne et al.   APPLIED PHYSICS LETTERS

Nanosecond Random Telegraph Noise in In-Plane Magnetic Tunnel Junctions

(2021) K. Hayakawa et al.   PHYSICAL REVIEW LETTERS

Functional magnetic waveguides for magnonics

(2021) Arabinda Haldar et al.   APPLIED PHYSICS LETTERS

Characterization of nonlinear spin-wave interference by reservoir-computing metrics

(2021) A. Papp et al.   APPLIED PHYSICS LETTERS

Neuromorphic computation with a single magnetic domain wall

(2021) Razvan V. Ababei et al.   Scientific Reports

Implementing a Magnonic Reservoir Computer Model Based on Time-Delay Multiplexing

(2021) Stuart Watt et al.   Physical Review Applied

SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations

(2021) Luca Manneschi et al.   IEEE Transactions on Neural Networks and Learning Systems

Reservoir Computing Using a Spin-Wave Delay-Line Active-Ring Resonator Based on Yttrium-Iron-Garnet Film

(2020) Stuart Watt et al.   Physical Review Applied

Reservoir computing with the frequency, phase, and amplitude of spin-torque nano-oscillators

(2019) D. Marković et al.   APPLIED PHYSICS LETTERS

Reservoir computing with dipole-coupled nanomagnets

(2019) Hikaru NOMURA et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

A substrate-independent framework to characterize reservoir computers

(2019) Matthew Dale et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Temporal Pattern Recognition with Delayed-Feedback Spin-Torque Nano-Oscillators

(2019) M. Riou et al.   Physical Review Applied

Physical reservoir computing using magnetic skyrmion memristor and spin torque nano-oscillator

(2019) Wencong Jiang et al.   APPLIED PHYSICS LETTERS

Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing

(2019) Mohammad Zahedinejad et al.   Nature Nanotechnology

Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing

(2018) Diana Prychynenko et al.   Physical Review Applied

Reservoir Computing With Spin Waves Excited in a Garnet Film

(2018) Ryosho Nakane et al.   IEEE Access

Macromagnetic Simulation for Reservoir Computing Utilizing Spin Dynamics in Magnetic Tunnel Junctions

(2018) Taishi Furuta et al.   Physical Review Applied

Reservoir computing with a single delay-coupled non-linear mechanical oscillator

(2018) Guillaume Dion et al.   JOURNAL OF APPLIED PHYSICS

Vowel recognition with four coupled spin-torque nano-oscillators

(2018) Miguel Romera et al.   NATURE

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Emergent dynamic chirality in a thermally driven artificial spin ratchet

(2017) Sebastian Gliga et al.   NATURE MATERIALS

Adaptively time stepping the stochastic Landau-Lifshitz-Gilbert equation at nonzero temperature: Implementation and validation in MuMax3

(2017) J. Leliaert et al.   AIP Advances

Magnetic skyrmions: advances in physics and potential applications

(2017) Albert Fert et al.   Nature Reviews Materials

Microwave emission power exceeding 10 μW in spin torque vortex oscillator

(2016) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

A spin–orbit torque switching scheme with collinear magnetic easy axis and current configuration

(2016) S. Fukami et al.   Nature Nanotechnology

Additive interfacial chiral interaction in multilayers for stabilization of small individual skyrmions at room temperature

(2016) C. Moreau-Luchaire et al.   Nature Nanotechnology

Spin-Torque and Spin-Hall Nano-Oscillators

(2016) Tingsu Chen et al.   PROCEEDINGS OF THE IEEE

Spin-wave-beam driven synchronization of nanocontact spin-torque oscillators

(2015) A. Houshang et al.   Nature Nanotechnology

A new spin on magnetic memories

(2015) Andrew D. Kent et al.   Nature Nanotechnology

Atomistic spin model simulations of magnetic nanomaterials

(2014) R F L Evans et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

The design and verification of MuMax3

(2014) Arne Vansteenkiste et al.   AIP Advances

Domain walls in ring-shaped nanowires under rotating applied fields

(2013) Madalina Negoita et al.   JOURNAL OF APPLIED PHYSICS

Direct Measurement of Magnon Temperature: New Insight into Magnon-Phonon Coupling in Magnetic Insulators

(2013) M. Agrawal et al.   PHYSICAL REVIEW LETTERS

Controlling domain walls velocities in ferromagnetic ring-shaped nanowires

(2012) M. Negoita et al.   APPLIED PHYSICS LETTERS

Information Processing Capacity of Dynamical Systems

(2012) Joni Dambre et al.   Scientific Reports

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Pinning induced by inter-domain wall interactions in planar magnetic nanowires

(2010) T. J. Hayward et al.   APPLIED PHYSICS LETTERS

Direct imaging of domain-wall interactions inNi80Fe20planar nanowires

(2010) T. J. Hayward et al.   PHYSICAL REVIEW B

Dynamics of Magnetic Charges in Artificial Spin Ice

(2010) Paula Mellado et al.   PHYSICAL REVIEW LETTERS

Nonlinear Auto-Oscillator Theory of Microwave Generation by Spin-Polarized Current

(2009) A. Slavin et al.   IEEE TRANSACTIONS ON MAGNETICS

Skyrmion Lattice in a Chiral Magnet

(2009) S. Muhlbauer et al.   SCIENCE