Intelligent nanophotonics: when machine learning sheds light DOI Creative Commons

N. Wu,

Yuxiang Sun,

Jingtian Hu

и другие.

eLight, Год журнала: 2025, Номер 5(1)

Опубликована: Апрель 11, 2025

Язык: Английский

All-optical Fourier neural network using partially coherent light DOI Creative Commons
Jianwei Qin, Yanbing Liu, Yan Liu

и другие.

Chip, Год журнала: 2025, Номер unknown, С. 100140 - 100140

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

1

Interfacing Nanophotonics with Deep Neural Networks: AI for Photonic Design and Photonic Implementation of AI DOI Open Access

T. Park,

Sujoy Mondal, Wenshan Cai

и другие.

Laser & Photonics Review, Год журнала: 2025, Номер unknown

Опубликована: Янв. 29, 2025

Abstract Recent remarkable progress in artificial intelligence (AI) has garnered tremendous attention from researchers, industry leaders, and the general public, who are increasingly aware of AI's growing impact on everyday life. The advancements AI deep learning have also significantly influenced field nanophotonics. On one hand, facilitates data‐driven strategies for optimizing solving forward inverse problems nanophotonic devices. other photonic devices offer promising optical platforms implementing neural networks. This review explores both design implementation AI. Various models their roles introduced, analyzing strengths challenges these methodologies perspective computational cost. Additionally, potential hardware accelerators networks is discussed by presenting a variety capable performing linear nonlinear operations, essential building blocks It believed that bidirectional interactions between nanophotonics will drive coevolution two research fields.

Язык: Английский

Процитировано

0

Plasmonics and optical metastructures DOI Open Access
Zi Jing Wong, Wenshan Cai, Yongmin Liu

и другие.

Journal of Applied Physics, Год журнала: 2025, Номер 137(10)

Опубликована: Март 14, 2025

Plasmonics and optical metastructures represent cutting-edge frontiers in nanophotonics, enabling on-demand control of light at the subwavelength scale. This special topic Journal Applied Physics highlights recent advancements synergy two fields, delving into fundamental physics governing plasmonic phenomena showcasing innovative that hold significant potential for diverse applications, including sensing, manipulation, wireless communication, computing, beyond.

Язык: Английский

Процитировано

0

Intelligent nanophotonics: when machine learning sheds light DOI Creative Commons

N. Wu,

Yuxiang Sun,

Jingtian Hu

и другие.

eLight, Год журнала: 2025, Номер 5(1)

Опубликована: Апрель 11, 2025

Язык: Английский

Процитировано

0