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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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Uloženo v:
Hlavní autoři: Zelin Ma, Jun Ge, Shusheng Pan
Médium: Artigo
Jazyk:Inglês
Vydáno: Wiley-VCH 2025-03-01
Edice:Advanced Electronic Materials
Témata:
memristors
physical reservoir computing
populations
stochastic electronics
On-line přístup:https://doi.org/10.1002/aelm.202400469
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