Photonic Spiking Neural Network Based on Coupled Optical Parametric Oscillators

Photonic spiking neurons, capable of representing fundamental spiking modes of class-I and class-II neurons, were employed to solve combinatorial optimization problems of the Ising model by selectively flipping spins based on local energy.

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Publication Details

Published
2025-06-29
DOI
https://doi.org/10.23919/oecc/psc62146.2025.11109680
Primary Topic
Neural Networks and Reservoir Computing
Type
article
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article

Photonic Spiking Neural Network Based on Coupled Optical Parametric Oscillators

Toshimori Honjo, Koji Enbutsu, Takuya Ikuta, Yuya Yonezu et al.
Neural Networks and Reservoir Computing
article

Photonic Spiking Neural Network Based on Coupled Optical Parametric Oscillators

Toshimori Honjo, Koji Enbutsu, Takuya Ikuta, Yuya Yonezu, Yasuhiro Yamada, Kazuyuki Aihara, Kensuke Inaba, Takahiro Inagaki, Hiroki Takesue, Takushi Kazama, Takeshi Umeki, Ryoichi Kasahara
article en

Abstract

Photonic spiking neurons, capable of representing fundamental spiking modes of class-I and class-II neurons, were employed to solve combinatorial optimization problems of the Ising model by selectively flipping spins based on local energy.

NTT (Japan) (JP), NTT Basic Research Laboratories (JP), Tokyo International University (JP)
Affordable and clean energy
Openalex Percentile: Top 89%
Neural Networks and Reservoir Computing
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Photonic Spiking Neural Network Based on Coupled Optical Parametric Oscillators — Toshimori Honjo, Koji Enbutsu, et al. · (2025) | TGRS Research Map | TGRS