Device-level nonlinearity and temporal memory in optoelectronic reservoir computing

Abstract Reservoir computing (RC) has emerged as a promising computational paradigm for processing temporally correlated and nonlinear data with low training cost. Among various physical implementations, optoelectronic devices provide a unique opportunity to directly interface light with nonlinear d...

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Principais autores:	Won Woo Lee, Junhyung Cho, Jaehyun Hur, Hongseok Oh, Hocheon Yoo
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2025-11-01
coleção:	Nano Convergence
Assuntos:	Physical reservoir computing Optoelectronic reservoir computing Nonlinear dynamics Photodiodes Memristors Phototransistors
Acesso em linha:	https://doi.org/10.1186/s40580-025-00522-0
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