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具有用于三态内容可寻址存储器的多态非易失性存储器的异质III-V族/硅微环激光器阵列

Heterogeneous III-V/Si micro-ring laser array with multi-state non-volatile memory for ternary content-addressable memories.

作者信息

Cheung Stanley, London Yanir, Yuan Yuan, Tossoun Bassem, Peng Yiwei, Hu Yingtao, Van Vaerenbergh Thomas, Liang Di, Zhang Chong, Kurczveil Geza, Beausoleil Raymond G

机构信息

Hewlett Packard Labs, Hewlett Packard Enterprise, Milpitas, CA, USA.

Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, USA.

出版信息

Nat Commun. 2025 May 30;16(1):5020. doi: 10.1038/s41467-025-59832-w.

DOI:10.1038/s41467-025-59832-w
PMID:40447569
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12125217/
Abstract

In this work, we introduce programmable memory elements embedded within III-V/Si light sources which facilitate non-volatile wavelength tuning. These non-volatile III-V/Si micro-ring lasers (MRLs) exhibit non-volatile wavelength shifts of  ~80 pm with  ~40 dB signal extinction ratio while consuming 0 electrical static tuning power. An array of 5 cascaded MRLs is demonstrated with each laser capable of 4 programmable non-volatile states, thus yielding 1024 unique states altogether. Write/erase operations were performed up to 100 cycles with non-volatile time duration lasting up to 24 h. These non-volatile lasers are used to demonstrate optical ternary content-addressable memories (O-TCAM) which can find utility in fast memory search and in-memory computing functions necessary for various machine learning algorithms. The end-to-end energy consumption of the non-volatile MRL O-TCAM with 5 ternary symbols is 1156 fJ/sym. This work provides an opportunity for realizing photonic memory applications in next generation non-volatile photonic systems.

摘要

在这项工作中,我们介绍了嵌入在III-V族/Si光源中的可编程存储元件,这些元件有助于实现非易失性波长调谐。这些非易失性III-V族/Si微环激光器(MRL)在消耗零静态电调谐功率的情况下,展现出约80皮米的非易失性波长偏移以及约40分贝的信号消光比。展示了一个由5个级联MRL组成的阵列,每个激光器能够实现4种可编程非易失性状态,总共产生1024种独特状态。写/擦除操作执行了多达100个循环,非易失性持续时间长达24小时。这些非易失性激光器用于演示光学三态内容可寻址存储器(O-TCAM),其可用于快速存储器搜索以及各种机器学习算法所需的内存计算功能。具有5个三态符号的非易失性MRL O-TCAM的端到端能耗为1156飞焦/符号。这项工作为在下一代非易失性光子系统中实现光子存储应用提供了契机。

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本文引用的文献

1
Multiplexing in photonics as a resource for optical ternary content-addressable memory functionality.光子学中的复用作为实现光三元内容可寻址存储器功能的一种资源。
Nanophotonics. 2023 Oct 31;12(22):4137-4155. doi: 10.1515/nanoph-2023-0406. eCollection 2023 Nov.
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A 5 × 200 Gbps microring modulator silicon chip empowered by two-segment Z-shape junctions.一种由两段Z形结赋能的5×200 Gbps微环调制器硅芯片。
Nat Commun. 2024 Jan 31;15(1):918. doi: 10.1038/s41467-024-45301-3.
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High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator.
基于异质集成忆阻器的高速节能非易失性硅光子存储器。
Nat Commun. 2024 Jan 16;15(1):551. doi: 10.1038/s41467-024-44773-7.
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Nanomaterials (Basel). 2023 Aug 30;13(17):2456. doi: 10.3390/nano13172456.
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Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search.实验验证的基于忆阻存储器的增强型神经网络,具有高效的哈希和相似性搜索功能。
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