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集成激光技术用于人工智能应用 [受邀]

Changhao Han, Mingxiao Li, Joel Guo

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    新兴的人工智能 (AI) 推动了对先进光子系统的需求. 本综述涵盖了对人工智能至关重要的集成激光技术,从设备设计到系统级应用.

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    科学领域:

    • 光子学和人工智能 (AI) 的整合.
    • 开发先进的光学信号发射器.

    背景情况:

    • 来自人工智能技术的数据量不断增加,需要增强的信息光子系统.
    • 集成激光器是为这些系统提供光学信号的基本组件.

    研究的目的:

    • 审查专门用于人工智能应用的集成激光技术.
    • 涵盖从设备层面到系统层面的进步.

    主要方法:

    • 总结了驱动激光发展的发射器技术,趋势和要求.
    • 讨论跨各种光子平台集成的III-V激光器.
    • 审查系统级进展和使用集成激光器的AI应用.

    主要成果:

    • 确定影响人工智能激光设计的关键发射器要求.
    • 在不同的光子平台上对集成的III-V激光器进行了详细分析.
    • 概述了利用集成激光技术的近期人工智能应用.

    结论:

    • 集成激光技术对于满足人工智能的需求至关重要.
    • 进步跨越了设备制造到AI光子解决方案的系统集成.