Sylvain Gigan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

High Dimensions

Light Scattering

Reservoir Computing

Optical Imaging

Top Venues

IEEE Signal Process. Lett.

Publications

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) (2024)
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 (2024)
Hao Wang, Jianqi Hu, YoonSeok Baek, Kohei Tsuchiyama, Malo Joly, Qiang Liu, Sylvain Gigan
Optical next generation reservoir computing. CoRR (2024)
Fei Xia, Kyungduk Kim, Yaniv Eliezer, Liam Shaughnessy, Sylvain Gigan, Hui Cao
Deep Learning with Passive Optical Nonlinear Mapping. CoRR (2023)
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) (2023)
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 (2023)
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 (2022)
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 (2021)
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)
Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan
Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction. CoRR (2020)
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 (2020)
Davide Pierangeli, Mushegh Rafayelyan, Claudio Conti, Sylvain Gigan
Scalable spin-glass optical simulator. CoRR (2020)
Orad Reshef, Igor Aharonovich, Andrea Armani, Sylvain Gigan, Rachel Grange, Mikhail A. Kats, Riccardo Sapienza
How to organize an online conference. CoRR (2020)
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 (2020)
Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
Optical Reservoir Computing using multiple light scattering for chaotic systems prediction. CoRR (2019)
Jonathan Dong, Florent Krzakala, Sylvain Gigan
Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media. ICASSP (2019)
Jonathan Dong, Sylvain Gigan, Florent Krzakala, Gilles Wainrib
Scaling Up Echo-State Networks With Multiple Light Scattering. SSP (2018)
Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm. Image Process. Line 7 (2017)
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 (2016)
Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
Fast Phase Retrieval for High Dimensions: A Block-Based Approach. IEEE Signal Process. Lett. 23 (9) (2016)
Jonathan Dong, Sylvain Gigan, Florent Krzakala, Gilles Wainrib
Scaling up Echo-State Networks with multiple light scattering. CoRR (2016)
Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
Robust phase retrieval with the swept approximate message passing (prSAMP) algorithm. CoRR (2016)
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)
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)
Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
Fast phase retrieval for high dimensions: A block-based approach. CoRR (2016)
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 (2015)
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 (2015)
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 (2014)
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)
Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet
Compressed sensing under strong noise. Application to imaging through multiply scattering media. EUSIPCO (2014)
Timothe Laforest, Antoine Dupret, Arnaud Verdant, Francois 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)