Nonlinear Processing with Linear Optics

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Nonlinear Processing with Linear Optics

Nature Photonics (Nat. Photonics), 2023

17 July 2023

Mustafa Yildirim

Niyazi Ulaş Dinç

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Papers citing "Nonlinear Processing with Linear Optics"

11 / 11 papers shown

Title
Spatially Parallel All-optical Neural Networks Jianwei Qin Yanbing Liu Yan Liu Xun Liu Wei Li Fangwei Ye GNN 168 0 0 28 Sep 2025
Low-rank surrogate modeling and stochastic zero-order optimization for training of neural networks with black-box layers Andrei Chertkov Artem Basharin Mikhail Saygin Evgeny Frolov Stanislav Straupe Ivan Oseledets 118 0 0 18 Sep 2025
Universality of physical neural networks with multivariate nonlinearity Benjamin Savinson David J. Norris Siddhartha Mishra S. Lanthaler PINN 120 1 0 06 Sep 2025
Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms N. Stroev N. Berloff 85 0 0 24 Aug 2025
Local Learning Rules for Out-of-Equilibrium Physical Generative Models Cyrill Bösch Geoffrey Roeder Marc Serra-Garcia Ryan P. Adams 255 2 0 23 Jun 2025
Programmable metasurfaces for future photonic artificial intelligenceNature Reviews Physics (Nat. Rev. Phys.), 2025 Loubnan Abou-Hamdan Emil Marinov Peter Wiecha Philipp del Hougne Tianyu Wang Patrice Genevet 172 5 0 16 May 2025
Nonlinear Computation with Linear Optics via Source-Position Encoding N. Richardson C. Bosch R. P. Adams 201 2 0 29 Apr 2025
Optical Generative ModelsNature (Nature), 2024 Shiqi Chen Yuhang Li Hanlong Chen Aydogan Ozcan VLM 175 16 0 23 Oct 2024
Metasurface-generated large and arbitrary analog convolution kernels for accelerated machine visionACS Photonics (ACS Photonics), 2024 Ruiqi Liang Shuai Wang Yiying Dong Liu Li Ying Kuang Bohan Zhang Yuanmu Yang 160 2 0 27 Sep 2024
Quantum Equilibrium Propagation for efficient training of quantum systems based on Onsager reciprocity C. C. Wanjura Florian Marquardt 229 3 0 10 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 270 60 0 05 Jun 2024