Artificial neural networks for photonic applications—from algorithms to implementation: tutorial

P Freire, E Manuylovich, JE Prilepsky… - Advances in Optics and …, 2023 - opg.optica.org
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 …

Photonic neural networks: A survey

L De Marinis, M Cococcioni, P Castoldi… - IEEE Access, 2019 - ieeexplore.ieee.org
Photonic solutions are today a mature industrial reality concerning high speed, high
throughput data communication and switching infrastructures. It is still a matter of …

Prospects and applications of photonic neural networks

C Huang, VJ Sorger, M Miscuglio… - … in Physics: X, 2022 - Taylor & Francis
Neural networks have enabled applications in artificial intelligence through machine
learning, and neuromorphic computing. Software implementations of neural networks on …

[HTML][HTML] Opportunities for integrated photonic neural networks

P Stark, F Horst, R Dangel, J Weiss, BJ Offrein - Nanophotonics, 2020 - degruyter.com
Photonics offers exciting opportunities for neuromorphic computing. This paper specifically
reviews the prospects of integrated optical solutions for accelerating inference and training …

Training of photonic neural networks through in situ backpropagation and gradient measurement

TW Hughes, M Minkov, Y Shi, S Fan - Optica, 2018 - opg.optica.org
Recently, integrated optics has gained interest as a hardware platform for implementing
machine learning algorithms. Of particular interest are artificial neural networks, since matrix …

Competitive photonic neural networks

D Brunner, D Psaltis - Nature Photonics, 2021 - nature.com
Competitive photonic neural networks | Nature Photonics Skip to main content Thank you for
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Photonic neural networks

D Woods, TJ Naughton - Nature Physics, 2012 - nature.com
Photonic neural networks | Nature Physics Skip to main content Thank you for visiting nature.com.
You are using a browser version with limited support for CSS. To obtain the best experience …

Integrated photonic neural networks: opportunities and challenges

K Liao, T Dai, Q Yan, X Hu, Q Gong - ACS Photonics, 2023 - ACS Publications
Photonic neural networks benefit from the use of photons to perform intelligent inference
computing with ultrafast and ultralow energy consumption in ultra-high-throughput, providing …

Interfacing photonics with artificial intelligence: an innovative design strategy for photonic structures and devices based on artificial neural networks

Y Xu, X Zhang, Y Fu, Y Liu - Photonics Research, 2021 - opg.optica.org
Over the past decades, photonics has transformed many areas in both fundamental
research and practical applications. In particular, we can manipulate light in a desired and …

[HTML][HTML] Exploring Types of Photonic Neural Networks for Imaging and Computing—A Review

SN Khonina, NL Kazanskiy, RV Skidanov, MA Butt - Nanomaterials, 2024 - mdpi.com
Photonic neural networks (PNNs), utilizing light-based technologies, show immense
potential in artificial intelligence (AI) and computing. Compared to traditional electronic …