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Sylvain Gigan
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2020 – today
- 2024
- [j4]Hao Wang, Jianqi Hu, Andrea Morandi, Alfonso Nardi, Fei Xia, Xuanchen Li, Romolo Savo, Qiang Liu, Rachel Grange, Sylvain Gigan:
Large-scale photonic computing with nonlinear disordered media. Nat. Comput. Sci. 4(6): 429-439 (2024) - [i20]Hao Wang, Jianqi Hu, YoonSeok Baek, Kohei Tsuchiyama, Malo Joly, Qiang Liu, Sylvain Gigan:
Optical next generation reservoir computing. CoRR abs/2404.07857 (2024) - [i19]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) - [i18]Ziao Wang, Kilian Müller, Matthew J. Filipovich, Julien Launay, Ruben Ohana, Gustave Pariente, Safa Mokaadi, Charles Brossollet, Fabien Moreau, Alessandro Cappelli, Iacopo Poli, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan:
Optical training of large-scale Transformers and deep neural networks with direct feedback alignment. CoRR abs/2409.12965 (2024) - 2023
- [j3]Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-An Pham, Sylvain Gigan, Michael Unser:
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. IEEE Signal Process. Mag. 40(1): 45-57 (2023) - [i17]Fei Xia, Kyungduk Kim, Yaniv Eliezer, Liam Shaughnessy, Sylvain Gigan, Hui Cao:
Deep Learning with Passive Optical Nonlinear Mapping. CoRR abs/2307.08558 (2023) - [i16]Hao Wang, Jianqi Hu, Andrea Morandi, Alfonso Nardi, Fei Xia, Xuanchen Li, Romolo Savo, Qiang Liu, Rachel Grange, Sylvain Gigan:
Large-scale photonic computing with nonlinear disordered media. CoRR abs/2310.07690 (2023) - 2022
- [i15]Shiqiang Zhu, Ting Yu, Tao Xu, Hongyang Chen, Schahram Dustdar, Sylvain Gigan, Deniz Gündüz, Ekram Hossain, Yaochu Jin, Feng Lin, Bo Liu, Zhiguo Wan, Ji Zhang, Zhifeng Zhao, Wentao Zhu, Zuoning Chen, Tariq Durrani, Huaimin Wang, Jiangxing Wu, Tongyi Zhang, Yunhe Pan:
Intelligent Computing: The Latest Advances, Challenges and Future. CoRR abs/2211.11281 (2022) - 2021
- [c8]Charles Brossollet, Alessandro Cappelli, Igor Carron, Charidimos Chaintoutis, Amélie Chatelain, Laurent Daudet, Sylvain Gigan, Daniel Hesslow, Florent Krzakala, Julien Launay, Safa Mokaadi, Fabien Moreau, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli, Giuseppe Luca Tommasone:
LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor. HCS 2021: 1-11 - [i14]Charles Brossollet, Alessandro Cappelli, Igor Carron, Charidimos Chaintoutis, Amélie Chatelain, Laurent Daudet, Sylvain Gigan, Daniel Hesslow, Florent Krzakala, Julien Launay, Safa Mokaadi, Fabien Moreau, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli, Giuseppe Luca Tommasone:
LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor. CoRR abs/2107.11814 (2021) - 2020
- [i13]Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan:
Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction. CoRR abs/2001.09131 (2020) - [i12]Orad Reshef, Igor Aharonovich, Andrea Armani, Sylvain Gigan, Rachel Grange, Mikhail A. Kats, Riccardo Sapienza:
How to organize an online conference. CoRR abs/2003.03219 (2020) - [i11]Davide Pierangeli, Mushegh Rafayelyan, Claudio Conti, Sylvain Gigan:
Scalable spin-glass optical simulator. CoRR abs/2006.00828 (2020) - [i10]Julien Launay, Iacopo Poli, Kilian Müller, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan:
Light-in-the-loop: using a photonics co-processor for scalable training of neural networks. CoRR abs/2006.01475 (2020) - [i9]Julien Launay, Iacopo Poli, Kilian Müller, Gustave Pariente, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan:
Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment. CoRR abs/2012.06373 (2020)
2010 – 2019
- 2019
- [c7]Jonathan Dong, Florent Krzakala, Sylvain Gigan:
Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media. ICASSP 2019: 4963-4967 - [i8]Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan:
Optical Reservoir Computing using multiple light scattering for chaotic systems prediction. CoRR abs/1907.00657 (2019) - 2018
- [c6]Jonathan Dong, Sylvain Gigan, Florent Krzakala, Gilles Wainrib:
Scaling Up Echo-State Networks With Multiple Light Scattering. SSP 2018: 448-452 - 2017
- [j2]Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet:
Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm. Image Process. Line 7: 43-55 (2017) - 2016
- [j1]Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet:
Fast Phase Retrieval for High Dimensions: A Block-Based Approach. IEEE Signal Process. Lett. 23(9): 1179-1182 (2016) - [c5]Boshra Rajaei, Eric W. Tramel, Sylvain Gigan, Florent Krzakala, Laurent Daudet:
Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach. ICASSP 2016: 4054-4058 - [c4]Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Dremeau, Sylvain Gigan, Florent Krzakala:
Random projections through multiple optical scattering: Approximating Kernels at the speed of light. ICASSP 2016: 6215-6219 - [i7]Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet:
Fast phase retrieval for high dimensions: A block-based approach. CoRR abs/1602.02944 (2016) - [i6]Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet:
Robust phase retrieval with the swept approximate message passing (prSAMP) algorithm. CoRR abs/1605.07516 (2016) - [i5]Jonathan Dong, Sylvain Gigan, Florent Krzakala, Gilles Wainrib:
Scaling up Echo-State Networks with multiple light scattering. CoRR abs/1609.05204 (2016) - [i4]Eliel Hojman, Thomas Chaigne, Oren Solomon, Sylvain Gigan, Emmanuel Bossy, Yonina C. Eldar, Ori Katz:
Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery. CoRR abs/1612.08278 (2016) - 2015
- [i3]Boshra Rajaei, Eric W. Tramel, Sylvain Gigan, Florent Krzakala, Laurent Daudet:
Intensity-only optical compressive imaging using a multiply scattering material : a double phase retrieval system. CoRR abs/1510.01098 (2015) - [i2]Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Drémeau, Sylvain Gigan, Florent Krzakala:
Random Projections through multiple optical scattering: Approximating kernels at the speed of light. CoRR abs/1510.06664 (2015) - 2014
- [c3]Timothé Laforest, Arnaud Verdant, Antoine Dupret, Sylvain Gigan, François Ramaz, Gilles Tessier:
Co-integration of a smart CMOS image sensor and a spatial light modulator for real-time optical phase modulation. IMSE 2014: 90220N - [c2]Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet:
Compressed sensing under strong noise. Application to imaging through multiply scattering media. EUSIPCO 2014: 716-720 - [i1]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - 2013
- [c1]Timothé Laforest, Antoine Dupret, Arnaud Verdant, François Ramaz, Sylvain Gigan, Gilles Tessier, Emilie Benoit á la Guillaume:
A 4000 Hz CMOS image sensor with in-pixel processing for light measurement and modulation. NEWCAS 2013: 1-4
Coauthor Index
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last updated on 2024-10-18 20:28 CEST by the dblp team
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