Neuromorphic spintronics
Neuromorphic computing uses brain-inspired principles to design circuits that can perform
computational tasks with superior power efficiency to conventional computers. Approaches …
computational tasks with superior power efficiency to conventional computers. Approaches …
Topological magnetic and ferroelectric systems for reservoir computing
Topological spin textures in magnetic materials and arrangements of electric dipoles in
ferroelectrics are considered to be promising candidates for next-generation information …
ferroelectrics are considered to be promising candidates for next-generation information …
[HTML][HTML] Recent advances in physical reservoir computing: A review
Reservoir computing is a computational framework suited for temporal/sequential data
processing. It is derived from several recurrent neural network models, including echo state …
processing. It is derived from several recurrent neural network models, including echo state …
Skyrmion-based artificial synapses for neuromorphic computing
Magnetic skyrmions are topologically protected spin textures that have nanoscale
dimensions and can be manipulated by an electric current. These properties make the …
dimensions and can be manipulated by an electric current. These properties make the …
[HTML][HTML] Perspective: Magnetic skyrmions—Overview of recent progress in an active research field
Within a decade, the field of magnetic skyrmionics has developed from a niche prediction to
a huge and active research field. Not only do magnetic skyrmions—magnetic whirls with a …
a huge and active research field. Not only do magnetic skyrmions—magnetic whirls with a …
The 2020 magnetism roadmap
Interfacial Dzyaloshinskii-Moriya Interactions 2. Spin and Magnetism in 2D Materials 3.
Curvilinear magnetism 4. Spin-orbit torques and emergent applications 5. All-optical …
Curvilinear magnetism 4. Spin-orbit torques and emergent applications 5. All-optical …
Skyrmion-electronics: writing, deleting, reading and processing magnetic skyrmions toward spintronic applications
The field of magnetic skyrmions has been actively investigated across a wide range of topics
during the last decades. In this topical review, we mainly review and discuss key results and …
during the last decades. In this topical review, we mainly review and discuss key results and …
Emerging dynamic memristors for neuromorphic reservoir computing
Reservoir computing (RC), as a brain-inspired neuromorphic computing algorithm, is
capable of fast and energy-efficient temporal data analysis and prediction. Hardware …
capable of fast and energy-efficient temporal data analysis and prediction. Hardware …
Magnetic skyrmions for unconventional computing
Improvements in computing performance have significantly slowed down over the past few
years owing to the intrinsic limitations of computing hardware. However, the demand for data …
years owing to the intrinsic limitations of computing hardware. However, the demand for data …
[HTML][HTML] Skyrmionics—Computing and memory technologies based on topological excitations in magnets
Solitonic magnetic excitations such as domain walls and, specifically, skyrmionics enable
the possibility of compact, high density, ultrafast, all-electronic, low-energy devices, which is …
the possibility of compact, high density, ultrafast, all-electronic, low-energy devices, which is …