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9 March 2024 Scalable integration and application of laser neural networks
Anas Skalli, Adrià Grabulosa i Vallmajó, Romain Lance, Xavier Porte, Daniel Brunner
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Proceedings Volume PC12890, Smart Photonic and Optoelectronic Integrated Circuits 2024; PC1289005 (2024) https://doi.org/10.1117/12.2688446
Event: SPIE OPTO, 2024, San Francisco, California, United States
Abstract
Photonic neural networks based on semiconductor lasers hold a big promise for future, high performance computing at ultra-high bandwidths. We integrate such networks in a variety of semiconductor laser structures, demonstrate their scalable photonic integration. Finally, we apply our fully implemented neural networks to technologically and commercially relevant tasks in optical telecommunication, demonstrating their realization in realtime and without active involvement of classical digital electronic computers.
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Anas Skalli, Adrià Grabulosa i Vallmajó, Romain Lance, Xavier Porte, and Daniel Brunner "Scalable integration and application of laser neural networks", Proc. SPIE PC12890, Smart Photonic and Optoelectronic Integrated Circuits 2024, PC1289005 (9 March 2024); https://doi.org/10.1117/12.2688446
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KEYWORDS
Neural networks
Semiconductor lasers
Active optics
Computing systems
Digital electronics
Integrated optics
Telecommunication networks
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