Babak Rahmani

According to our database, Babak Rahmani authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Training of Physical Neural Networks.

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

CoRR, 2024

2023

Backpropagation-free Training of Deep Physical Neural Networks.

Ali Momeni, Babak Rahmani, Matthieu Mallejac, Philipp del Hougne, Romain Fleury

CoRR, 2023

2022

Natural image synthesis for the retina with variational information bottleneck representation.

Babak Rahmani, Demetri Psaltis, Christophe Moser

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Variational framework for partially-measured physical system control: examples of vision neuroscience and optical random media.

Babak Rahmani, Demetri Psaltis, Christophe Moser

CoRR, 2021

Learning to See and Compute through Multimode Fibers.

Babak Rahmani, Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Damien Loterie, Eirini Kakkava, Navid Borhani, Demetri Psaltis, Christophe Moser

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020

Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media.

Babak Rahmani, Damien Loterie, Eirini Kakkava, Navid Borhani, Ugur Tegin, Demetri Psaltis, Christophe Moser

Nat. Mach. Intell., 2020

2019

Multimode Fiber Projector.

Babak Rahmani, Damien Loterie, Eirini Kakkava, Navid Borhani, Ugur Tegin, Demetri Psaltis, Christophe Moser

CoRR, 2019