Reservoir computing with dipole-coupled nanomagnets
Reservoir Computing: Theory, Physical Implementations, and Applications, 2021•Springer
An idea to use a magnetic nano-dots array for a reservoir computing is introduced. The
mechanism of how the nonlinear calculation is carried out in the magnetic system is
explained by showing the simplest case with three nano-dots system. The first trial to prove
calculation ability and fabrication ability of the system is demonstrated. Since the proposed
reservoir computing system may utilize integration technology of the magnetic random
access memory (MRAM), it possesses a possibility to realize a large-scale reservoir …
mechanism of how the nonlinear calculation is carried out in the magnetic system is
explained by showing the simplest case with three nano-dots system. The first trial to prove
calculation ability and fabrication ability of the system is demonstrated. Since the proposed
reservoir computing system may utilize integration technology of the magnetic random
access memory (MRAM), it possesses a possibility to realize a large-scale reservoir …
Abstract
An idea to use a magnetic nano-dots array for a reservoir computing is introduced. The mechanism of how the nonlinear calculation is carried out in the magnetic system is explained by showing the simplest case with three nano-dots system. The first trial to prove calculation ability and fabrication ability of the system is demonstrated. Since the proposed reservoir computing system may utilize integration technology of the magnetic random access memory (MRAM), it possesses a possibility to realize a large-scale reservoir computing system.
Springer
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