| |  Online-Ressource |
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| Verfasst von: | Xu, Rongyang [VerfasserIn]  |
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| | Taheriniya, Shabnam [VerfasserIn] |
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| | Ovvyan, Anna P. [VerfasserIn] |
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| | Bankwitz, Julian Rasmus [VerfasserIn] |
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| | McRae, Liam [VerfasserIn] |
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| | Jung, Erik [VerfasserIn] |
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| | Brückerhoff-Plückelmann, Frank [VerfasserIn] |
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| | Bente, Ivonne [VerfasserIn] |
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| | Lenzini, Francesco [VerfasserIn] |
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| | Bhaskaran, Harish [VerfasserIn] |
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| | Pernice, Wolfram [VerfasserIn] |
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| Titel: | Hybrid photonic integrated circuits for neuromorphic computing [Invited] |
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| Verf.angabe: | Rongyang Xu, Shabnam Taheriniya, Anna P. Ovvyan, Julian Rasmus Bankwitz, Liam McRae, Erik Jung, Frank Brückerhoff-Plückelmann, Ivonne Bente, Francesco Lenzini, Harish Bhaskaran, and Wolfram H.P. Pernice |
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| E-Jahr: | 2023 |
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| Jahr: | 28 Nov 2023 |
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| Umfang: | 54 S. |
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| Fussnoten: | Gesehen am 03.05.2024 |
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| Titel Quelle: | Enthalten in: Optical materials express |
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| Ort Quelle: | Washington, DC : Optica, 2011 |
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| Jahr Quelle: | 2023 |
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| Band/Heft Quelle: | 13(2023), 12, Seite 3553-3606 |
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| ISSN Quelle: | 2159-3930 |
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| Abstract: | The burgeoning of artificial intelligence has brought great convenience to people’s lives as large-scale computational models have emerged. Artificial intelligence-related applications, such as autonomous driving, medical diagnosis, and speech recognition, have experienced remarkable progress in recent years; however, such systems require vast amounts of data for accurate inference and reliable performance, presenting challenges in both speed and power consumption. Neuromorphic computing based on photonic integrated circuits (PICs) is currently a subject of interest to achieve high-speed, energy-efficient, and low-latency data processing to alleviate some of these challenges. Herein, we present an overview of the current photonic platforms available, the materials which have the potential to be integrated with PICs to achieve further performance, and recent progress in hybrid devices for neuromorphic computing. |
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| DOI: | doi:10.1364/OME.502179 |
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| URL: | Bitte beachten Sie: Dies ist ein Bibliographieeintrag. Ein Volltextzugriff für Mitglieder der Universität besteht hier nur, falls für die entsprechende Zeitschrift/den entsprechenden Sammelband ein Abonnement besteht oder es sich um einen OpenAccess-Titel handelt.
Volltext: https://doi.org/10.1364/OME.502179 |
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| | Volltext: https://opg.optica.org/ome/abstract.cfm?uri=ome-13-12-3553 |
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| | DOI: https://doi.org/10.1364/OME.502179 |
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| Datenträger: | Online-Ressource |
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| Sprache: | eng |
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| Sach-SW: | Computer simulation |
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| | Material properties |
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| | Polarization division multiplexing |
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| | Space division multiplexing |
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| | Time division multiplexing |
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| | Vertical cavity surface emitting lasers |
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| K10plus-PPN: | 1887644415 |
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| Verknüpfungen: | → Zeitschrift |
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Hybrid photonic integrated circuits for neuromorphic computing [Invited] / Xu, Rongyang [VerfasserIn]; 28 Nov 2023 (Online-Ressource)
