ArticleNature communications2023
Pattern recognition in reciprocal space with a magnon-scattering reservoir.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed.
- Zero-field spin-wave networks with integrated non-volatile memory.Nature materials · 2026Article
- Autonomous robotic operation controlled by wave-based neuromorphic hardware.Nature communications · 2026Article
- Magnonic spontaneous oscillation induced by parametric pumping.Nature communications · 2026Article
- Metrics for spin-based computing.Nature reviews. Physics · 2026Article
- Soft-X-ray momentum microscopy of nonlinear magnon interactions.Nature physics · 2026Article
- Standalone Integrated Magnonic Devices.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- Highly efficient coherent amplification of zero-field spin waves in YIG nanowaveguides.Science advances · 2025Article
- Magnetoresistive detection of spin waves.Science advances · 2025Article
- Optical control of spin waves in hybrid magnonic-plasmonic structures.Science advances · 2025Article
- Short-wave magnons with multipole spin precession detected in the topological bands of a skyrmion lattice.Communications materials · 2025Article
- Emergent coherent modes in nonlinear magnonic waveguides detected at ultrahigh frequency resolution.Nature communications · 2024Article
- On-chip phonon-magnon reservoir for neuromorphic computing.Nature communications · 2023Article
- Thermally-robust spatiotemporal parallel reservoir computing by frequency filtering in frustrated magnets.Scientific reports · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Magnons are elementary excitations in magnetic materials and undergo nonlinear multimode scattering processes at large input powers. In experiments and simulations, we show that the interaction between magnon modes of a confined magnetic vortex can be harnessed for pattern recognition. We study the magnetic response to signals comprising sine wave pulses with frequencies corresponding to radial mode excitations. Three-magnon scattering results in the excitation of different azimuthal modes, whose amplitudes depend strongly on the input sequences. We show that recognition rates as high as 99.4% can be attained for four-symbol sequences using the scattered modes, with strong performance maintained with the presence of amplitude noise in the inputs.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.