Integrated Silicon Photonic Chip Ising Solver with Unlimited Spin Count and All-to-All Interactions

We designed an integrated silicon photonics chip which implements an all-optical Ising machine. Experimentally, we verified the chip and successfully solved a 1024-spin MAXCUT problem with the entire system running at a kHz iteration speed, which demonstrates excellent scalability and a significantly reduced time-to-solution.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.1364/cleo_at.2025.aa128_1
Primary Topic
Neural Networks and Reservoir Computing
Type
article
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Integrated Silicon Photonic Chip Ising Solver with Unlimited Spin Count and All-to-All Interactions

Wujie Fu, Soon Thor Lim, Anil Prabhakar, Aaron J. Danner et al.
Neural Networks and Reservoir Computing
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Integrated Silicon Photonic Chip Ising Solver with Unlimited Spin Count and All-to-All Interactions

Wujie Fu, Soon Thor Lim, Anil Prabhakar, Aaron J. Danner, Jianing Wang, Yuan Gao, Guanyu Chen, Pu Wang, Ziyao Zhang
article en

Abstract

We designed an integrated silicon photonics chip which implements an all-optical Ising machine. Experimentally, we verified the chip and successfully solved a 1024-spin MAXCUT problem with the entire system running at a kHz iteration speed, which demonstrates excellent scalability and a significantly reduced time-to-solution.

Openalex Percentile: Top 87%
Neural Networks and Reservoir Computing
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