Optical neural networks: progress and challenges
Artificial intelligence has prevailed in all trades and professions due to the assistance of big
data resources, advanced algorithms, and high-performance electronic hardware. However …
data resources, advanced algorithms, and high-performance electronic hardware. However …
Artificial neural networks for photonic applications—from algorithms to implementation: tutorial
This tutorial–review on applications of artificial neural networks in photonics targets a broad
audience, ranging from optical research and engineering communities to computer science …
audience, ranging from optical research and engineering communities to computer science …
Fully forward mode training for optical neural networks
Optical computing promises to improve the speed and energy efficiency of machine learning
applications,,,,–. However, current approaches to efficiently train these models are limited by …
applications,,,,–. However, current approaches to efficiently train these models are limited by …
Partial coherence enhances parallelized photonic computing
Advancements in optical coherence control,,,–have unlocked many cutting-edge
applications, including long-haul communication, light detection and ranging (LiDAR) and …
applications, including long-haul communication, light detection and ranging (LiDAR) and …
Direct electromagnetic information processing with planar diffractive neural network
Diffractive neural network in electromagnetic wave–driven system has attracted great
attention due to its ultrahigh parallel computing capability and energy efficiency. However …
attention due to its ultrahigh parallel computing capability and energy efficiency. However …
Determining the optimal communication channels of arbitrary optical systems using integrated photonic processors
Modes of propagation through an optical system are generally defined as the eigensolutions
of the wave equation in the system. When propagation occurs through complicated or highly …
of the wave equation in the system. When propagation occurs through complicated or highly …
Single chip photonic deep neural network with accelerated training
S Bandyopadhyay, A Sludds, S Krastanov… - ar** and reprogramming capabilities
promise revolutionary impacts on a plethora of photonic technologies. We report direct-write …
promise revolutionary impacts on a plethora of photonic technologies. We report direct-write …