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18 articles

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

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

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

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

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

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

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

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

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

Deep compressed imaging via optimized pattern scanning

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

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

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

Learning to recognize misaligned hyperfine orbital angular momentum modes

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

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

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

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

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

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

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

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

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

Free-space optical neural network based on thermal atomic nonlinearity

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

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

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

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

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

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