Wavelength-multiplexed Delayed Inputs for Memory Enhancement of  Microring-based Reservoir Computing

Bernard J. Giron Castro; Christophe Peucheret; Francesco Da Ros

doi:10.1364/CLEO_AT.2024.JW2A.28

Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing

Bernard J. Giron Castro
, Christophe Peucheret
, Francesco Da Ros

Université de Rennes

Research output: Contribution to conference › Paper › Research › peer-review

Abstract

We numerically demonstrate a silicon add-drop microring-based reservoir computing scheme that combines parallel delayed inputs and wavelength division multiplexing. The scheme solves memory-demanding tasks like time-series prediction with good performance without requiring external optical feedback.

Original language	English
Publication date	2024
Number of pages	1
DOIs	https://doi.org/10.1364/CLEO_AT.2024.JW2A.28
Publication status	Published - 2024
Event	CLEO: Science and Innovations 2024 - Charlotte Convention Center, Charlotte, United States Duration: 5 May 2024 → 10 May 2024

Conference

Conference	CLEO: Science and Innovations 2024
Location	Charlotte Convention Center
Country/Territory	United States
City	Charlotte
Period	05/05/2024 → 10/05/2024

Bibliographical note

From the session: Joint Poster Session II (JW2A)

Access to Document

10.1364/CLEO_AT.2024.JW2A.28

OpenUrl availability

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Cite this

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title = "Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing",

abstract = "We numerically demonstrate a silicon add-drop microring-based reservoir computing scheme that combines parallel delayed inputs and wavelength division multiplexing. The scheme solves memory-demanding tasks like time-series prediction with good performance without requiring external optical feedback.",

author = "Castro, \{Bernard J. Giron\} and Christophe Peucheret and \{Da Ros\}, Francesco",

note = "From the session: Joint Poster Session II (JW2A); CLEO: Science and Innovations 2024, CLEO 2024 ; Conference date: 05-05-2024 Through 10-05-2024",

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T2 - CLEO: Science and Innovations 2024

Y2 - 5 May 2024 through 10 May 2024

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