A Multi-Mode Semiconductor Laser Photonic Neural Network and its Training

We present a photonic reservoir based on an injection-locked multimode semiconductor laser and a spatial light modulator acting as programmable readout, enabling 8 GHz full hardware training and inference implementation for real-time analog data processing.

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Publication Details

Published
2025-06-29
DOI
https://doi.org/10.23919/oecc/psc62146.2025.11109561
Primary Topic
Neural Networks and Reservoir Computing
Type
article
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A Multi-Mode Semiconductor Laser Photonic Neural Network and its Training

Daniel Brunner, Xavier Porté, Anas Skalli, Romain Lance
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Neural Networks and Reservoir Computing
article

A Multi-Mode Semiconductor Laser Photonic Neural Network and its Training

Daniel Brunner, Xavier Porté, Anas Skalli, Romain Lance
article en

Abstract

We present a photonic reservoir based on an injection-locked multimode semiconductor laser and a spatial light modulator acting as programmable readout, enabling 8 GHz full hardware training and inference implementation for real-time analog data processing.

Centre National de la Recherche Scientifique (FR), Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies (FR)
Openalex Percentile: Top 89%
Neural Networks and Reservoir Computing
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