Optical neural networks implemented with Mach-Zehnder Interferometer (MZI) arrays are a promising solution to enable fast and energy-efficient machine learning inference, yet finding a practical ...
the demands on the processing capabilities of neural networks have become increasingly rigorous. Optical computing, with the excellent performance of extremely large bandwidth and ultra-low loss, is ...
An AI neural network that uses light instead of electricity. Optical neural networks (ONNs) offer the potential for higher speed because regular chips can only trigger a limited number of ...
This repository contains the code used for generating and analyzing the data in the study "Image sensing with multilayer, nonlinear optical neural networks". We constructed a physical setup of a multi ...
Abstract: In this letter, we experimentally demonstrated the viability of the optoelectronic nonlinear activation module in optical neural networks. By adopting the beam splitter, photo-diode, ...
Transmitting optical information through highly distorting media has long been a challenge. Atmospheric turbulence, fog, and underwater environments distort light signals, making communication ...
Researchers developed a new optical system that uses holograms to encode information, creating a level of encryption that traditional methods cannot penetrate.