Igor Carron

According to our database, Igor Carron authored at least 6 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optical training of large-scale Transformers and deep neural networks with direct feedback alignment.

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

CoRR, 2024

2021

Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra.

Daniel Hesslow, Alessandro Cappelli, Igor Carron, Laurent Daudet, Raphaël Lafargue, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli

Proceedings of the IEEE Hot Chips 33 Symposium, 2021

LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor.

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

Proceedings of the IEEE Hot Chips 33 Symposium, 2021

2020

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

Julien Launay, Iacopo Poli, Kilian Müller, Gustave Pariente, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan

CoRR, 2020

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

Julien Launay, Iacopo Poli, Kilian Müller, Igor Carron, Laurent Daudet, Florent Krzakala, Sylvain Gigan

CoRR, 2020

2016

Random projections through multiple optical scattering: Approximating Kernels at the speed of light.

Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Dremeau, Sylvain Gigan, Florent Krzakala

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016