Reconfigurable neuromorphic computing: Materials, devices, and integration
Neuromorphic computing has been attracting ever‐increasing attention due to superior
energy efficiency, with great promise to promote the next wave of artificial general …
energy efficiency, with great promise to promote the next wave of artificial general …
Reconfigurable training and reservoir computing in an artificial spin-vortex ice via spin-wave fingerprinting
Strongly interacting artificial spin systems are moving beyond mimicking naturally occurring
materials to emerge as versatile functional platforms, from reconfigurable magnonics to …
materials to emerge as versatile functional platforms, from reconfigurable magnonics to …
Nanomagnonics with artificial spin ice
Traditional electronics employs charge currents to control and transmit information and
therefore suffer from energy dissipation due to electron scattering. In the past decade, spin …
therefore suffer from energy dissipation due to electron scattering. In the past decade, spin …
Reconfigurable magnonic mode-hybridisation and spectral control in a bicomponent artificial spin ice
Strongly-interacting nanomagnetic arrays are finding increasing use as model host systems
for reconfigurable magnonics. The strong inter-element coupling allows for stark spectral …
for reconfigurable magnonics. The strong inter-element coupling allows for stark spectral …
[PDF][PDF] Adaptive programmable networks for in materia neuromorphic computing
Modern AI and machine-learning provide striking performance. However, this comes with
rapidly-spiralling energy costs 1, 2 arising from growing network size and inefficiencies of …
rapidly-spiralling energy costs 1, 2 arising from growing network size and inefficiencies of …
Spectral fingerprinting: microstate readout via remanence ferromagnetic resonance in artificial spin ice
Artificial spin ices (ASIs) are magnetic metamaterials comprising geometrically tiled strongly-
interacting nanomagnets. There is significant interest in these systems spanning the …
interacting nanomagnets. There is significant interest in these systems spanning the …
[HTML][HTML] Observation of mode splitting in artificial spin ice: A comparative ferromagnetic resonance and Brillouin light scattering study
We report the dependence of the magnetization dynamics in a square artificial spin-ice
lattice on the in-plane magnetic field angle. Using two complementary measurement …
lattice on the in-plane magnetic field angle. Using two complementary measurement …
Current-controlled nanomagnetic writing for reconfigurable magnonic crystals
Strongly-interacting nanomagnetic arrays are crucial across an ever-growing suite of
technologies. Spanning neuromorphic computing, control over superconducting vortices …
technologies. Spanning neuromorphic computing, control over superconducting vortices …
Neuromorphic few-shot learning: generalization in multilayer physical neural networks
Neuromorphic computing leverages the complex dynamics of physical systems for
computation. The field has recently undergone an explosion in the range and sophistication …
computation. The field has recently undergone an explosion in the range and sophistication …
Low-power continuous-wave all-optical magnetic switching in ferromagnetic nanoarrays
All-optical magnetic switching promises ultrafast magnetization control without a magnetic
field. Existing schemes typically require power-hungry femtosecond-pulsed lasers and …
field. Existing schemes typically require power-hungry femtosecond-pulsed lasers and …