All-optical ultrafast ReLU function for energy-efficient nanophotonic deep learning

GHY Li, R Sekine, R Nehra, RM Gray, L Ledezma… - …, 2023 - degruyter.com
In recent years, the computational demands of deep learning applications have necessitated
the introduction of energy-efficient hardware accelerators. Optical neural networks are a …

Topological optical parametric oscillation

A Roy, M Parto, R Nehra, C Leefmans, A Marandi - Nanophotonics, 2022 - degruyter.com
Topological insulators possess protected boundary states which are robust against
disorders and have immense implications in both fermionic and bosonic systems …

Deep Physical Neural Networks based on Ultrafast Nonlinear Optics

LG Wright, T Onodera, MM Stein, T Wang… - Nonlinear …, 2022 - opg.optica.org
Deep Physical Neural Networks based on Ultrafast Nonlinear Optics Page 1 Deep Physical
Neural Networks based on Ultrafast Nonlinear Optics Logan G. Wright∗,1,2, Tatsuhiro …