High-resolution dynamic consistency analysis of photonic time-delay reservoir computer

Autor:	Lucas Oliverio, Damien Rontani, Marc Sciamanna
Rok vydání:	2023
Předmět:	Atomic and Molecular Physics and Optics
Zdroj:	Optics Letters. 48:2716
ISSN:	1539-4794 0146-9592
DOI:	10.1364/ol.486383
Popis:	We numerically investigate a time-delayed reservoir computer architecture based on a single-mode laser diode with optical injection and optical feedback. Through a high-resolution parametric analysis, we reveal unforeseen regions of high dynamic consistency. We demonstrate furthermore that the best computing performance is not achieved at the edge of consistency, as previously suggested in a coarser parametric analysis. This region of high consistency and optimal reservoir performances is highly sensitive to the data input modulation format.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::1f5dd71bb3246fa3ad3bdd5f73315ffe https://doi.org/10.1364/ol.486383 Zobrazit plný text záznamu