Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation

We present a method to improve the performance of a reservoir computer by keeping the reservoir fixed and increasing the number of output neurons. The additional neurons are nonlinear functions, typically chosen randomly, of the reservoir neurons. We demonstrate the interest of this expanded output...

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Detalles Bibliográficos
Autores principales: Pauwels, Jaël, Van der Sande, Guy, Verschaffelt, Guy, Massar, Serge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392164/
https://www.ncbi.nlm.nih.gov/pubmed/34441095
http://dx.doi.org/10.3390/e23080955

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8392164/
https://www.ncbi.nlm.nih.gov/pubmed/34441095
http://dx.doi.org/10.3390/e23080955

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