English(EN) Arbitrary control over multimode wave propagation for machine learning

可编程波导实现单次通过神经网络推理

作者 PulseAugur 编辑部 · [1 个来源] · 2026-06-15 04:00

研究人员开发了一种新颖的二维可编程波导，该波导利用并行电光调制来控制多模波传播。该设备允许对光进行任意控制，从而无需数字预处理即可在单次通过中实现神经网络推理。该技术有望实现更节省空间的গঠ photonic 处理器，并为计算任务带来潜在的扩展优势。 AI

排序理由该集群包含一篇详细介绍机器学习新技术的学术论文。[lever_c_demoted from research: ic=1 ai=0.7]

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

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arXiv cs.LG TIER_1 English(EN) · Tatsuhiro Onodera, Martin M. Stein, Benjamin A. Ash, Mandar M. Sohoni, Melissa Bosch, Ryotatsu Yanagimoto, Marc Jankowski, Timothy P. McKenna, Tianyu Wang, Gennady Shvets, Maxim R. Shcherbakov, Logan G. Wright, Peter L. McMahon · 2026-06-15 04:00

Arbitrary control over multimode wave propagation for machine learning

arXiv:2402.17750v2 Announce Type: replace-cross Abstract: Controlled multimode wave propagation can enable more space-efficient photonic processors than architectures based on discrete components connected by single-mode waveguides. Instead of defining discrete elements, one can …