Optical Reservoir Computing Based on Four-Wave Mixing

We implement an optical reservoir computer that utilizes four-wave mixing in an integrated waveguide. The tunable all-optical nonlinear activation allows for high scalability, low latency, and high-bandwidth signal processing.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.1364/cleo_at.2025.jps200_31
Primary Topic
Neural Networks and Reservoir Computing
Type
article
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Optical Reservoir Computing Based on Four-Wave Mixing

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Optical Reservoir Computing Based on Four-Wave Mixing

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article en

Abstract

We implement an optical reservoir computer that utilizes four-wave mixing in an integrated waveguide. The tunable all-optical nonlinear activation allows for high scalability, low latency, and high-bandwidth signal processing.

Openalex Percentile: Top 87%
Neural Networks and Reservoir Computing
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