Nonlinear Theory and Its Applications, IEICE
Online ISSN : 2185-4106
ISSN-L : 2185-4106
Special Section on Recent Progress in Neuromorphic AI Hardware
Three-dimensional physical reservoir made of Ag2S particles
Yuki OhnoTsuyoshi Hasegawa
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JOURNAL OPEN ACCESS

2024 Volume 15 Issue 4 Pages 861-870

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Abstract

Three-dimensional physical reservoir is made by filling Ag2S particles in a cylindrical space with input/output electrodes on both its top and bottom surfaces. Functions of nonlinear transformation and short-term memorization of input signals are achieved by the change in biased distribution of Ag+ cations in each Ag2S particle, enabling the simple fabrication of the three-dimensional network just by filling Ag2S particles into the cylindrical space. Benchmarking with the short-term memory task and with the parity-check task revealed that the three-dimensional reservoir of Ag2S particles shows better performance than a two-dimensional reservoir of Ag2S particles, even with use of the same number of electrodes.

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