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

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

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

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.

Original languageEnglish
Article number5020
JournalNature Communications
Volume16
Issue number1
DOIs
StatePublished - 1 Dec 2025
Externally publishedYes

ASJC Scopus subject areas

  • General Chemistry
  • General Biochemistry, Genetics and Molecular Biology
  • General
  • General Physics and Astronomy

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