29 articles

Actions

Deep learning in photonics: introduction

open access Photon. Res. 9(8), DLP1-DLP3 (2021)  View: HTML | PDF

Modulation format identification in fiber communications using single dynamical node-based photonic reservoir computing

open access Photon. Res. 9(1), B1-B8 (2021)  View: HTML | PDF

Integrating deep learning to achieve phase compensation for free-space orbital-angular-momentum-encoded quantum key distribution under atmospheric turbulence

open access Photon. Res. 9(2), B9-B17 (2021)  View: HTML | PDF

Deep plug-and-play priors for spectral snapshot compressive imaging

open access Photon. Res. 9(2), B18-B29 (2021)  View: HTML | PDF

High-fidelity image reconstruction for compressed ultrafast photography via an augmented-Lagrangian and deep-learning hybrid algorithm

open access Photon. Res. 9(2), B30-B37 (2021)  View: HTML | PDF

Smart ring resonator–based sensor for multicomponent chemical analysis via machine learning

open access Photon. Res. 9(2), B38-B44 (2021)  View: HTML | PDF

Monte Carlo simulation fused with target distribution modeling via deep reinforcement learning for automatic high-efficiency photon distribution estimation

open access Photon. Res. 9(3), B45-B56 (2021)  View: HTML | PDF

Deep compressed imaging via optimized pattern scanning

open access Photon. Res. 9(3), B57-B70 (2021)  View: HTML | PDF

Backpropagation through nonlinear units for the all-optical training of neural networks

open access Photon. Res. 9(3), B71-B80 (2021)  View: HTML | PDF  [Suppl. Mat. (1)]

Learning to recognize misaligned hyperfine orbital angular momentum modes

open access Photon. Res. 9(4), B81-B86 (2021)  View: HTML | PDF

Experimental study of neuromorphic node based on a multiwaveband emitting two-section quantum dot laser

open access Photon. Res. 9(4), B87-B95 (2021)  View: HTML | PDF

Engineering of multiple bound states in the continuum by latent representation of freeform structures

open access Photon. Res. 9(4), B96-B103 (2021)  View: HTML | PDF  [Suppl. Mat. (1)]

Real-time deep learning design tool for far-field radiation profile

open access Photon. Res. 9(4), B104-B108 (2021)  View: HTML | PDF  [Suppl. Mat. (2)]

Sensing in the presence of strong noise by deep learning of dynamic multimode fiber interference

open access Photon. Res. 9(4), B109-B118 (2021)  View: HTML | PDF

Delay-weight plasticity-based supervised learning in optical spiking neural networks

open access Photon. Res. 9(4), B119-B127 (2021)  View: HTML | PDF

Free-space optical neural network based on thermal atomic nonlinearity

open access Photon. Res. 9(4), B128-B134 (2021)  View: HTML | PDF

On-demand design of spectrally sensitive multiband absorbers using an artificial neural network

open access Photon. Res. 9(4), B153-B158 (2021)  View: HTML | PDF

Intelligent coding metasurface holograms by physics-assisted unsupervised generative adversarial network

open access Photon. Res. 9(4), B159-B167 (2021)  View: HTML | PDF

Deep-learning based denoising and reconstruction of super-resolution structured illumination microscopy images

open access Photon. Res. 9(5), B168-B181 (2021)  View: HTML | PDF

Deep learning in nano-photonics: inverse design and beyond

open access Photon. Res. 9(5), B182-B200 (2021)  View: HTML | PDF

All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes

open access Photon. Res. 9(5), B201-B209 (2021)  View: HTML | PDF

Imaging through unknown scattering media based on physics-informed learning

open access Photon. Res. 9(5), B210-B219 (2021)  View: HTML | PDF

Incoherent imaging through highly nonstatic and optically thick turbid media based on neural network

open access Photon. Res. 9(5), B220-B228 (2021)  View: HTML | PDF

Realizing transmitted metasurface cloak by a tandem neural network

open access Photon. Res. 9(5), B229-B235 (2021)  View: HTML | PDF

Accurate inverse design of Fabry–Perot-cavity-based color filters far beyond sRGB via a bidirectional artificial neural network

open access Photon. Res. 9(5), B236-B246 (2021)  View: HTML | PDF

Genetic-algorithm-based deep neural networks for highly efficient photonic device design

open access Photon. Res. 9(6), B247-B252 (2021)  View: HTML | PDF

Toward simple, generalizable neural networks with universal training for low-SWaP hybrid vision

open access Photon. Res. 9(7), B253-B261 (2021)  View: HTML | PDF

Towards smart optical focusing: deep learning-empowered dynamic wavefront shaping through nonstationary scattering media

open access Photon. Res. 9(8), B262-B278 (2021)  View: HTML | PDF  [Suppl. Mat. (1)]