Reservoir Computing with Planar Nanomagnet Arrays

03/24/2020

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by   Peng Zhou, et al.

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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 are a promising new solution to the growing need for dedicated neuromorphic hardware.