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

Author

Listed:
  • Stanley Cheung

    (Hewlett Packard Enterprise
    North Carolina State University)

  • Yanir London

    (Hewlett Packard Enterprise)

  • Yuan Yuan

    (Hewlett Packard Enterprise
    Northeastern University)

  • Bassem Tossoun

    (Hewlett Packard Enterprise)

  • Yiwei Peng

    (Hewlett Packard Enterprise)

  • Yingtao Hu

    (Hewlett Packard Enterprise)

  • Thomas Vaerenbergh

    (Hewlett Packard Enterprise)

  • Di Liang

    (University of Michigan)

  • Chong Zhang

    (Nexus Photonics)

  • Geza Kurczveil

    (Hewlett Packard Enterprise)

  • Raymond G. Beausoleil

    (Hewlett Packard Enterprise)

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.

Suggested Citation

  • Stanley Cheung & Yanir London & Yuan Yuan & Bassem Tossoun & Yiwei Peng & Yingtao Hu & Thomas Vaerenbergh & Di Liang & Chong Zhang & Geza Kurczveil & Raymond G. Beausoleil, 2025. "Heterogeneous III-V/Si micro-ring laser array with multi-state non-volatile memory for ternary content-addressable memories," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-59832-w
    DOI: 10.1038/s41467-025-59832-w
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    References listed on IDEAS

    as
    1. Bassem Tossoun & Di Liang & Stanley Cheung & Zhuoran Fang & Xia Sheng & John Paul Strachan & Raymond G. Beausoleil, 2024. "High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    2. Mikhail Churaev & Rui Ning Wang & Annina Riedhauser & Viacheslav Snigirev & Terence Blésin & Charles Möhl & Miles H. Anderson & Anat Siddharth & Youri Popoff & Ute Drechsler & Daniele Caimi & Simon Hö, 2023. "A heterogeneously integrated lithium niobate-on-silicon nitride photonic platform," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    3. Viacheslav Snigirev & Annina Riedhauser & Grigory Lihachev & Mikhail Churaev & Johann Riemensberger & Rui Ning Wang & Anat Siddharth & Guanhao Huang & Charles Möhl & Youri Popoff & Ute Drechsler & Dan, 2023. "Ultrafast tunable lasers using lithium niobate integrated photonics," Nature, Nature, vol. 615(7952), pages 411-417, March.
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