Sylvain Gigan - RankMe

35 papers Misc 3Journal 27Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Training deep physical neural networks with local physical information bottleneck. CoRR Hao Wang, Ziao Wang, Xiangpeng Liang, Han Zhao, Jianqi Hu, Junjie Jiang, Xing Fu, Jianshi Tang, Huaqiang Wu, Sylvain Gigan, Qiang Liu
2025	J	`jnl`	Roadmap on Neuromorphic Photonics. CoRR Daniel Brunner, Bhavin J. Shastri, Mohammed Al-Qadasi, Hitesh Ballani, Sylvain Barbay, Stefano Biasi, Peter Bienstman, Simon Bilodeau, Wim Bogaerts, Fabian Böhm, Grace Brennan, Sonia M. Buckley, Xinlun Cai, Marcello Calvanese Strinati, Burcu Canakci, Benoît Charbonnier, Mario Chemnitz, Yitong Chen, Stanley Cheung, Jeff Chiles, Suyeon Choi, Demetrios N. Christodoulides, Lukas Chrostowski, Jiaqi Chu, James H. Clegg, Daniel Cletheroe, Claudio Conti, Qionghai Dai, Luigi Di Lauro, Nikolaos-Panteleimon Diamantopoulos, Niyazi Ulas Dinç, Jacob Ewaniuk, Shanhui Fan, Lu Fang, Riccardo Franchi, Pedro J. Freire, Silvia Gentilini, Sylvain Gigan, Gian Luca Giorgi, Christos Gkantsidis, Jannes Gladrow, Elena Goi, M. Goldmann, A. Grabulosa, Min Gu, Xianxin Guo, Matej Hejda, Folkert Horst, Jih-Liang Hsieh, Jianqi Hu, Juejun Hu, Chaoran Huang, Antonio Hurtado, Lina Jaurigue, Kirill P. Kalinin, Morteza Kamalian-Kopae, Douglas J. Kelly, Mercedeh Khajavikhan, Heiner Kremer, Jérémie Laydevant, Joshua Lederman, Jongheon Lee, Daan Lenstra, Gordon H. Y. Li, Mo Li, Yuhang Li, Xing Lin, Zhongjin Lin, Mieszko Lis, Kathy Lüdge, Alessio Lugnan, Alessandro Lupo, A. I. Lvovsky, Egor Manuylovich, Alireza Marandi, Federico Marchesin, Serge Massar, Adam N. McCaughan, Peter L. McMahon, Miltiadis Moralis-Pegios, Roberto Morandotti, Christophe Moser, David J. Moss, Avilash Mukherjee, Mahdi Nikdast, Bert J. Offrein, Ilker Oguz, Bakhrom G. Oripov, Greg O'Shea, Aydogan Ozcan, Francesca Parmigiani, Sudeep Pasricha, Fabio Pavanello, Lorenzo Pavesi, Nicola Peserico, Lucinda Pickup, Davide Pierangeli, Nikos Pleros, Xavier Porte, Bryce A. Primavera
2025	J	`jnl`	Training of physical neural networks. Nat. 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
2024	J	`jnl`	Large-scale photonic computing with nonlinear disordered media. Nat. Comput. Sci. Hao Wang, Jianqi Hu, Andrea Morandi, Alfonso Nardi, Fei Xia, Xuanchen Li, Romolo Savo, Qiang Liu, Rachel Grange, Sylvain Gigan
2024	J	`jnl`	Optical next generation reservoir computing. CoRR Hao Wang, Jianqi Hu, YoonSeok Baek, Kohei Tsuchiyama, Malo Joly, Qiang Liu, Sylvain Gigan
2024	J	`jnl`	Optical training of large-scale Transformers and deep neural networks with direct feedback alignment. CoRR 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
2024	J	`jnl`	Training of Physical Neural Networks. CoRR 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
2023	J	`jnl`	Deep Learning with Passive Optical Nonlinear Mapping. CoRR Fei Xia, Kyungduk Kim, Yaniv Eliezer, Liam Shaughnessy, Sylvain Gigan, Hui Cao
2023	J	`jnl`	Large-scale photonic computing with nonlinear disordered media. CoRR Hao Wang, Jianqi Hu, Andrea Morandi, Alfonso Nardi, Fei Xia, Xuanchen Li, Romolo Savo, Qiang Liu, Rachel Grange, Sylvain Gigan
2023	J	`jnl`	Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. IEEE Signal Process. Mag. Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-An Pham, Sylvain Gigan, Michael Unser
2022	J	`jnl`	Intelligent Computing: The Latest Advances, Challenges and Future. CoRR 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
2021	—	`conf`	LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor. HCS 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
2021	J	`jnl`	LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor. CoRR 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
2020	J	`jnl`	Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment. CoRR Julien Launay, Iacopo Poli, Kilian Müller, Gustave Pariente, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan
2020	J	`jnl`	How to organize an online conference. CoRR Orad Reshef, Igor Aharonovich, Andrea Armani, Sylvain Gigan, Rachel Grange, Mikhail A. Kats, Riccardo Sapienza
2020	J	`jnl`	Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction. CoRR Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan
2020	J	`jnl`	Light-in-the-loop: using a photonics co-processor for scalable training of neural networks. CoRR Julien Launay, Iacopo Poli, Kilian Müller, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan
2020	J	`jnl`	Scalable spin-glass optical simulator. CoRR Davide Pierangeli, Mushegh Rafayelyan, Claudio Conti, Sylvain Gigan
2019	J	`jnl`	Optical Reservoir Computing using multiple light scattering for chaotic systems prediction. CoRR Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
2019	Misc	`conf`	Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media. ICASSP Jonathan Dong, Florent Krzakala, Sylvain Gigan
2018	—	`conf`	Scaling Up Echo-State Networks With Multiple Light Scattering. SSP Jonathan Dong, Sylvain Gigan, Florent Krzakala, Gilles Wainrib
2017	J	`jnl`	Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm. Image Process. Line Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
2016	J	`jnl`	Fast Phase Retrieval for High Dimensions: A Block-Based Approach. IEEE Signal Process. Lett. Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
2016	J	`jnl`	Fast phase retrieval for high dimensions: A block-based approach. CoRR Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
2016	Misc	`conf`	Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach. ICASSP Boshra Rajaei, Eric W. Tramel, Sylvain Gigan, Florent Krzakala, Laurent Daudet
2016	J	`jnl`	Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery. CoRR Eliel Hojman, Thomas Chaigne, Oren Solomon, Sylvain Gigan, Emmanuel Bossy, Yonina C. Eldar, Ori Katz
2016	Misc	`conf`	Random projections through multiple optical scattering: Approximating Kernels at the speed of light. ICASSP Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Dremeau, Sylvain Gigan, Florent Krzakala
2016	J	`jnl`	Robust phase retrieval with the swept approximate message passing (prSAMP) algorithm. CoRR Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
2016	J	`jnl`	Scaling up Echo-State Networks with multiple light scattering. CoRR Jonathan Dong, Sylvain Gigan, Florent Krzakala, Gilles Wainrib
2015	J	`jnl`	Intensity-only optical compressive imaging using a multiply scattering material : a double phase retrieval system. CoRR Boshra Rajaei, Eric W. Tramel, Sylvain Gigan, Florent Krzakala, Laurent Daudet
2015	J	`jnl`	Random Projections through multiple optical scattering: Approximating kernels at the speed of light. CoRR Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Drémeau, Sylvain Gigan, Florent Krzakala
2014	—	`conf`	Co-integration of a smart CMOS image sensor and a spatial light modulator for real-time optical phase modulation. IMSE Timothé Laforest, Arnaud Verdant, Antoine Dupret, Sylvain Gigan, François Ramaz, Gilles Tessier
2014	—	`conf`	Compressed sensing under strong noise. Application to imaging through multiply scattering media. EUSIPCO Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet
2014	J	`jnl`	Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR 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
2013	—	`conf`	A 4000 Hz CMOS image sensor with in-pixel processing for light measurement and modulation. NEWCAS Timothé Laforest, Antoine Dupret, Arnaud Verdant, François Ramaz, Sylvain Gigan, Gilles Tessier, Emilie Benoit á la Guillaume