Sylvain Gigan

Orcid: 0000-0002-9914-6231

According to our database1, Sylvain Gigan authored at least 23 papers between 2013 and 2023.

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Bibliography

2023
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial.
IEEE Signal Process. Mag., 2023

Large-scale photonic computing with nonlinear disordered media.
CoRR, 2023

Deep Learning with Passive Optical Nonlinear Mapping.
CoRR, 2023

2022
Intelligent Computing: The Latest Advances, Challenges and Future.
CoRR, 2022

2021
LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor.
Proceedings of the IEEE Hot Chips 33 Symposium, 2021

2020
Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment.
CoRR, 2020

Light-in-the-loop: using a photonics co-processor for scalable training of neural networks.
CoRR, 2020

Scalable spin-glass optical simulator.
CoRR, 2020

How to organize an online conference.
CoRR, 2020

Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction.
CoRR, 2020

2019
Optical Reservoir Computing using multiple light scattering for chaotic systems prediction.
CoRR, 2019

Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Scaling Up Echo-State Networks With Multiple Light Scattering.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

2017
Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm.
Image Process. Line, 2017

2016
Fast Phase Retrieval for High Dimensions: A Block-Based Approach.
IEEE Signal Process. Lett., 2016

Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery.
CoRR, 2016

Random projections through multiple optical scattering: Approximating Kernels at the speed of light.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Intensity-only optical compressive imaging using a multiply scattering material : a double phase retrieval system.
CoRR, 2015

2014
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014

Compressed sensing under strong noise. Application to imaging through multiply scattering media.
Proceedings of the 22nd European Signal Processing Conference, 2014

Co-integration of a smart CMOS image sensor and a spatial light modulator for real-time optical phase modulation.
Proceedings of the Image Sensors and Imaging Systems 2014, 2014

2013
A 4000 Hz CMOS image sensor with in-pixel processing for light measurement and modulation.
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013


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