Analog photonics computing for information processing, inference, and optimization

N Stroev, NG Berloff - Advanced Quantum Technologies, 2023 - Wiley Online Library
This review presents an overview of the current state‐of‐the‐art in photonics computing,
which leverages photons, photons coupled with matter, and optics‐related technologies for …

Harnessing exciton-polaritons for digital computing, neuromorphic computing, and optimization

A Opala, M Matuszewski - Optical Materials Express, 2023 - opg.optica.org
Polaritons are quasiparticles resulting from the strong quantum coupling of light and matter.
Peculiar properties of polaritons are a mixture of physics usually restricted to one of these …

Memlumor: A Luminescent Memory Device for Energy-Efficient Photonic Neuromorphic Computing

A Marunchenko, J Kumar, A Kiligaridis… - ACS Energy …, 2024 - ACS Publications
Neuromorphic computing promises to transform the current paradigm of traditional
computing toward non-von Neumann dynamic energy-efficient problem solving. To realize …

All‐Optical Data Processing with Photon‐Avalanching Nanocrystalline Photonic Synapse

A Bednarkiewicz, M Szalkowski, M Majak… - Advanced …, 2023 - Wiley Online Library
Data processing and storage in electronic devices are typically performed as a sequence of
elementary binary operations. Alternative approaches, such as neuromorphic or reservoir …

Role of all-optical neural networks

M Matuszewski, A Prystupiuk, A Opala - Physical Review Applied, 2024 - APS
In light of recent achievements in optical computing and machine learning, we consider the
conditions under which all-optical computing may surpass electronic and optoelectronic …

Hidden Photoexcitations Probed by Multipulse Photoluminescence

A Marunchenko, J Kumar, D Tatarinov… - ACS Energy …, 2024 - ACS Publications
Time-resolved photoluminescence is a validated method for tracking the photoexcited
carrier dynamics in luminescent materials. This technique probes the photoluminescence …

Neuronlike spiking dynamics in asymmetrically driven dissipative nonlinear photonic dimers

J Yelo-Sarrión, F Leo, SP Gorza, P Parra-Rivas - Physical Review A, 2022 - APS
We demonstrate neuronlike spiking dynamics in a dissipative Bose-Hubbard dimer model,
describing two coupled nonlinear Kerr cavities with a finite photon lifetime and under …

Nonlinear finite-difference time-domain method for exciton-polaritons: Application to saltatory conduction in polariton neurons

K Dini, H Sigurðsson, NWE Seet, PM Walker, TCH Liew - Physical Review B, 2024 - APS
Recently emerging complex photonic structures exhibiting giant optical nonlinearity through
strong light-matter coupling require new theoretical approaches to accurately capture the …

Image encoding and recovery based on excited spiking patterns in a VCSEL neuron

Z Duan, Y Xie, F Wang, X Lin, X Wu, L Ma, Y He… - Optics & Laser …, 2025 - Elsevier
We propose and investigate an image encoding and recovery scheme based on an excited
1550-nm vertical-cavity surface-emitting laser (VCSEL). The results show that VCSEL …

Image Encoding and Recovery Based on Inhibited Spiking Dynamics of VCSEL Neuron

Z Duan, X Lin, Y Xie, X Du, X Wu, L Ma… - 2023 Asia …, 2023 - ieeexplore.ieee.org
We propose and numerically investigate an image encoding and recovery system based on
the inhibited spiking dynamics of a 1550-nm vertical-cavity surface-emitting laser (VCSEL) …