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The Ethereal
Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing
December 07, 2023 ยท Declared Dead ยท ๐ Conference on Lasers and Electro-Optics
"No code URL or promise found in abstract"
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Authors
Bernard J. Giron Castro, Christophe Peucheret, Francesco Da Ros
arXiv ID
2312.04204
Category
cs.NE: Neural & Evolutionary
Cross-listed
cs.ET,
cs.LG
Citations
3
Venue
Conference on Lasers and Electro-Optics
Last Checked
4 months ago
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.
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