Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction

Reservoir computing is a relatively recent computational paradigm that originates from a recurrent neural network and is known for its wide range of implementations using different physical technologies. Large reservoirs are very hard to obtain in conventional computers, as both the computation comp...

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Bibliographic Details
Main Authors: Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan
Format: Article
Language:English
Published: American Physical Society 2020-11-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.10.041037