Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing - Archive ouverte HAL
Communication Dans Un Congrès Année : 2024

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

Résumé

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.

Dates et versions

hal-04690484 , version 1 (06-09-2024)

Identifiants

Citer

Bernard Giron Castro, Christophe Peucheret, Francesco da Ros. Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing. CLEO: Applications and Technology, Optica, 2024, Charlotte, United States. pp.JW2A.28, ⟨10.1364/CLEO_AT.2024.JW2A.28⟩. ⟨hal-04690484⟩
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