Principles and metrics of extreme learning machines using a highly nonlinear fiber
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Autores:
Mathilde Hary, Daniel Brunner, Lev Leybov, Piotr Ryczkowski, John M. Dudley, Goëry Genty
Publicado en:
Nanophotonics, 2025, ISSN 2192-8606
Editor:
Walter de Gruyter GmbH
DOI:
10.48550/ARXIV.2501.05233
Training of physical neural networks
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Autores:
Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Marković, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
Publicado en:
Nature, Edición 645, 2025, ISSN 0028-0836
Editor:
Springer Science and Business Media LLC
DOI:
10.1038/S41586-025-09384-2
Annealing-inspired training of an optical neural network with ternary weights
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Autores:
Anas Skalli, Mirko Goldmann, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, Daniel Brunner
Publicado en:
Communications Physics, 2024, ISSN 2399-3650
Editor:
Nature Publishing Group
DOI:
10.1038/S42005-025-01972-Y
A spiking photonic neural network of 40 000 neurons, trained with latency and rank-order coding for leveraging sparsity
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Autores:
Ria Talukder, Anas Skalli, Xavier Porte, Simon Thorpe, Daniel Brunner
Publicado en:
Neuromorphic Computing and Engineering, Edición 5, 2025, ISSN 2634-4386
Editor:
IOP Publishing
DOI:
10.48550/ARXIV.2411.19209
Optics Letters
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Autores:
Andrei V. Ermolaev; Mathilde Hary; Lev Leybov; Piotr Ryczkowski; Anas Skalli; Daniel Brunner; Goëry Genty; John M. Dudley
Publicado en:
Optics Letters, Edición 50, 2025, ISSN 0146-9592
Editor:
Optical Society of America
DOI:
10.48550/ARXIV.2503.03649
