PHI Lab Publications

Quasi-static Optical Parametric Amplification

Marc Jankowski, Nayara Jornod, Carsten Langrock, Boris Desiatov, Alireza Marandi, Marko Lončar, Martin M. Fejer
Optica
https://arxiv.org/abs/2104.07928

Nonlinear Quantum Behavior of Ultrashort-Pulse Optical Parametric Oscillators

Tatsuhiro Onodera, Edwin Ng, Niels Lörch, Atsushi Yamamura, Ryan Hamerly, Peter L. McMahon, Alireza Marandi, Hideo Mabuchi
Physical Review A
https://arxiv.org/abs/1811.10583

Quantum advantage for noisy channel discrimination

Zame M. Rossi, Jeffery Yu, Isaac L. Chuang, and Sho Sugiura
Physical Review A
https://arxiv.org/abs/2105.08707

Noether’s Learning Dynamics: The Role of Kinetic Symmetry Breaking in Deep Learning

Hidenori Tanaka, Daniel Kunin
NeurIPS 2021 (Neural Information Processing Systems)
https://arxiv.org/abs/2105.02716

Beyond BatchNorm: Towards a General Understanding of Normalization in Deep Learning

E.S. Lubana, R.P. Dick, H. Tanaka
NeurIPS 2021 (Neural Information Processing Systems)
https://arxiv.org/abs/2106.05956

Deep physical neural networks trained with backpropagation

Logan Wright*, Tatsuhiro Onodera*, Martin Stein, Tianyu Wang, Darren Schachter, Zoey Hu, Peter McMahon
Nature
https://arxiv.org/abs/2104.13386

A lexical approach for identifying behavioral action sequences

Gautam Reddy, Laura Desban, Hidenori Tanaka, Julian Roussel, Olivier Mirat, Claire Wyart
PLOS Computational Biology
https://www.biorxiv.org/content/10.1101/2020.08.27.270694v1