Spiking Reservoir Computing Based on Stochastic Diffusive Memristors

Abstract Reservoir computing (RC), a type of recurrent neural network, is particularly well‐suited for hardware implementation in edge computing. It is shown that RC hardware based on dynamic memristors potentially offers much lower power consumption and reduced computation times than digital electr...

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Bibliographic Details

Published in:	Advanced Electronic Materials
Main Authors:	Zelin Ma, Jun Ge, Shusheng Pan
Format:	Article
Language:	English
Published:	Wiley-VCH 2025-03-01
Subjects:	memristors physical reservoir computing populations stochastic electronics
Online Access:	https://doi.org/10.1002/aelm.202400469