Optimising complexity and learning for photonic reservoir computing with gain-controlled multimode fibres

Nonlinear photonics is a promising platform for neuromorphic hardware, offering high-speed processing, broad bandwidth, and scalable integration. Within this framework, Reservoir Computing (RC) and Extreme Learning Machines (ELM) are powerful approaches that leverage the dynamics of a complex nonlin...

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Ngā kaituhi matua:	Giulia Marcucci, Luana Olivieri, Juan Sebastian Totero Gongora
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2025-08-01
Rangatū:	Frontiers in Nanotechnology
Ngā marau:	reservoir computing (RC) optical computing algorithms photonic neural network multimode fibre (MMF) erbium-doped fibre (EDF) nonlinear optics and laser properties
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/fnano.2025.1631564/full
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!