Nature Search

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

A nanomagnetic artificial spin ice array with two types of nanomagnets can host both magnetic macrospins and vortices. This enables highly reconfigurable magnon behaviour, which is leveraged for hardware neuromorphic computation.

Jack C. Gartside
Kilian D. Stenning
Will R. Branford
Research05 May 2022
Nature Nanotechnology

Volume: 17, P: 460-469
Reconfigurable magnonic mode-hybridisation and spectral control in a bicomponent artificial spin ice

Reconfigurable magnonic crystals (RMC), comprising nano-patterned arrays of magnetic elements, can host a wide variety of spectrally-distinct microstates with great potential for functional magnonics. Here, Gartside et al, present an RMC with four distinct microstates, possessing diverse magnonic properties and exhibiting reconfigurable magnon mode hybridisation.

Jack C. Gartside
Alex Vanstone
Will R. Branford
ResearchOpen Access03 May 2021
Nature Communications

Volume: 12, P: 1-9
Ultrastrong magnon-magnon coupling and chiral spin-texture control in a dipolar 3D multilayered artificial spin-vortex ice

Extending magnetic nanostructures into three dimensions offers a vast increase in potential functionalities, but this typically comes at the expense of ease of fabrication and measurement. Here, Dion et al. demonstrate an approach to creating three dimensional magnetic nanostructures while retaining easy fabrication and readout of established two dimensional approaches.

Troy Dion
Kilian D. Stenning
Jack C. Gartside
ResearchOpen Access14 May 2024
Nature Communications

Volume: 15, P: 1-13
Neuromorphic overparameterisation and few-shot learning in multilayer physical neural networks

Physical reservoir computing systems often possess a single set of internal dynamics, limiting their computational capabilities. Here, Stenning et. al. create hierarchical neural networks with distinct physical reservoirs, enabling diverse computational performance and learning of small datasets.

Kilian D. Stenning
Jack C. Gartside
Will R. Branford
ResearchOpen Access27 Aug 2024
Nature Communications

Volume: 15, P: 1-15
Rare-disease genetics in the era of next-generation sequencing: discovery to translation

The identification of mutations that underlie rare diseases has dramatically accelerated in recent years thanks to next-generation sequencing. This Review discusses strategies for further identification studies, insights into disease mechanisms and the clinical implications of the rapid progress in this field of research.

Kym M. Boycott
Megan R. Vanstone
Alex E. MacKenzie
Reviews03 Sept 2013
Nature Reviews Genetics

Volume: 14, P: 681-691
DNM1L-related mitochondrial fission defect presenting as refractory epilepsy

Jason R Vanstone
Amanda M Smith
Matthew A Lines
Research25 Nov 2015
European Journal of Human Genetics

Volume: 24, P: 1084-1088
Author Correction: Current-controlled nanomagnetic writing for reconfigurable magnonic crystals

Jack C. Gartside
Son G. Jung
Will R. Branford
Amendments and CorrectionsOpen Access14 Dec 2020
Communications Physics

Volume: 3, P: 1
Current-controlled nanomagnetic writing for reconfigurable magnonic crystals

Precise electrical control of magnetic states in interacting nanomagnetic arrays is a requirement for these devices to be suitable for versatile low-power applications. Here, using simulations, the authors demonstrate reversible control of magnetic nanoislands using the current driven motion of a domain wall in an adjacent nanowire.

Jack C. Gartside
Son G. Jung
Will R. Branford
ResearchOpen Access30 Nov 2020
Communications Physics

Volume: 3, P: 1-8

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

Reconfigurable magnonic mode-hybridisation and spectral control in a bicomponent artificial spin ice

Ultrastrong magnon-magnon coupling and chiral spin-texture control in a dipolar 3D multilayered artificial spin-vortex ice

Neuromorphic overparameterisation and few-shot learning in multilayer physical neural networks

Rare-disease genetics in the era of next-generation sequencing: discovery to translation

DNM1L-related mitochondrial fission defect presenting as refractory epilepsy

Author Correction: Current-controlled nanomagnetic writing for reconfigurable magnonic crystals

Current-controlled nanomagnetic writing for reconfigurable magnonic crystals

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