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2020 – today
- 2025
[j2]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 Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury:
Training of physical neural networks. Nat. 645(8079): 53-61 (2025)- [j1]Ria Talukder, Anas Skalli, Xavier Porte, Simon Thorpe, Daniel Brunner:
A spiking photonic neural network of 40 000 neurons, trained with latency and rank-order coding for leveraging sparsity. Neuromorph. Comput. Eng. 5(3): 34003 (2025) - [i8]Andrei Ermolaev, Mathilde Hary, Lev Leybov, Piotr Ryczkowski, Anas Skalli, Daniel Brunner, Goëry Genty, John M. Dudley:
Limits of nonlinear and dispersive fiber propagation for photonic extreme learning. CoRR abs/2503.03649 (2025) - [i7]Anas Skalli, Satoshi Sunada, Mirko Goldmann, Marcin Gebski, Stephan Reitzenstein, James A. Lott, Tomasz Czyszanowski, Daniel Brunner:
Model-free front-to-end training of a large high performance laser neural network. CoRR abs/2503.16943 (2025) - 2024
- [i6]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 Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury:
Training of Physical Neural Networks. CoRR abs/2406.03372 (2024) - [i5]Anas Skalli, Mirko Goldmann, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, Daniel Brunner:
Annealing-inspired training of an optical neural network with ternary weights. CoRR abs/2409.01042 (2024) - [i4]Ria Talukder, Anas Skalli, Xavier Porte, Simon Thorpe, Daniel Brunner:
A spiking photonic neural network of 40.000 neurons, trained with rank-order coding for leveraging sparsity. CoRR abs/2411.19209 (2024) - 2022
- [c1]Anas Skalli, Xavier Porte, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, Daniel Brunner:
A semiconductor laser stand-alone neural network. OECC/PSC 2022: 1-3 - 2021
- [i3]Anas Skalli, Joshua Robertson, Dafydd Owen-Newns, Matej Hejda, Xavier Porte, Stephan Reitzenstein, Antonio Hurtado, Daniel Brunner:
Photonic neuromorphic computing using vertical cavity semiconductor lasers. CoRR abs/2112.08086 (2021) - [i2]Anas Skalli, Xavier Porte, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, Daniel Brunner:
Computational metrics and parameters of an injection-locked large area semiconductor laser for neural network computing. CoRR abs/2112.08947 (2021) - 2020
- [i1]Xavier Porte, Anas Skalli, Nasibeh Haghighi, Stephan Reitzenstein, James A. Lott, Daniel Brunner:
A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser. CoRR abs/2012.11153 (2020)
Coauthor Index
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