Emergent Mind
Reservoir Computing with Planar Nanomagnet Arrays
(2003.10948)
Published Mar 24, 2020
in
cs.NE
,
cs.ET
,
and
physics.app-ph
Abstract
Reservoir computing is an emerging methodology for neuromorphic computing that is especially well-suited for hardware implementations in size, weight, and power (SWaP) constrained environments. This work proposes a novel hardware implementation of a reservoir computer using a planar nanomagnet array. A small nanomagnet reservoir is demonstrated via micromagnetic simulations to be able to identify simple waveforms with 100% accuracy. Planar nanomagnet reservoirs are a promising new solution to the growing need for dedicated neuromorphic hardware.
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