Artificial neural networks for photonic applications—from algorithms to implementation: tutorial
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 …
audience, ranging from optical research and engineering communities to computer science …
Photonic neural networks: A survey
Photonic solutions are today a mature industrial reality concerning high speed, high
throughput data communication and switching infrastructures. It is still a matter of …
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 …
learning, and neuromorphic computing. Software implementations of neural networks on …
[HTML][HTML] Opportunities for integrated photonic neural networks
Photonics offers exciting opportunities for neuromorphic computing. This paper specifically
reviews the prospects of integrated optical solutions for accelerating inference and training …
reviews the prospects of integrated optical solutions for accelerating inference and training …
Training of photonic neural networks through in situ backpropagation and gradient measurement
Recently, integrated optics has gained interest as a hardware platform for implementing
machine learning algorithms. Of particular interest are artificial neural networks, since matrix …
machine learning algorithms. Of particular interest are artificial neural networks, since matrix …
Competitive photonic neural networks
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 …
You are using a browser version with limited support for CSS. To obtain the best experience …
Integrated photonic neural networks: opportunities and challenges
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 …
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
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 …
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
Photonic neural networks (PNNs), utilizing light-based technologies, show immense
potential in artificial intelligence (AI) and computing. Compared to traditional electronic …
potential in artificial intelligence (AI) and computing. Compared to traditional electronic …