Sylvain Gigan
Orcid: 0000-0002-9914-6231
According to our database1,
Sylvain Gigan
authored at least 26 papers
between 2013 and 2024.
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Bibliography
2024
Nat. Comput. Sci., June, 2024
Optical training of large-scale Transformers and deep neural networks with direct feedback alignment.
CoRR, 2024
2023
IEEE Signal Process. Mag., 2023
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
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
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
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