Realization of a magnonic analog adder with frequency-division multiplexing
Source abstract
Abstract
Being able to accurately control the interaction of spin waves is a crucial challenge for magnonics in order to offer an alternative wave-based computing scheme for certain technological applications. Especially in neural networks and neuromorphic computing, wave-based approaches can offer significant advantages over traditional CMOS-based binary computing schemes with regard to performance and power consumption. In this work, we demonstrate precise modulation of phase- and amplitude-sensitive interference of coherent spin waves in a yttrium–iron–garnet based magnonic analog adder device, while also showing the feasibility of frequency-division multiplexing. Using time-resolved scanning transmission x-ray microscopy, the interference was directly observed, giving an important proof of concept for this kind of analog computing device and its underlying working principle. This constitutes a step toward wave-based analog computing using magnons as an information carrier.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Neural Networks and Reservoir Computing · Magnetic properties of thin films · Advanced Memory and Neural Computing
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Max-Planck-Institut für Intelligente Systeme 1 , 70569 Stuttgart, Germany
Paul-Scherrer-Institut 2 , 5232 Villigen, Switzerland
Laboratory for Mesoscopic Systems, Department of Materials, ETH Zurich 3 , 8093 Zurich, Switzerland
Helmholtz-Zentrum Berlin für Materialien und Energie 4 , 12489 Berlin, Germany
Funding
Swiss National Science Foundation
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