[HTML][HTML] A photonics perspective on computing with physical substrates

S Abreu, I Boikov, M Goldmann, T Jonuzi, A Lupo… - Reviews in Physics, 2024 - Elsevier
We provide a perspective on the fundamental relationship between physics and
computation, exploring the conditions under which a physical system can be harnessed for …

Photonic online learning: a perspective

SM Buckley, AN Tait, AN McCaughan, BJ Shastri - Nanophotonics, 2023 - degruyter.com
Emerging neuromorphic hardware promises to solve certain problems faster and with higher
energy efficiency than traditional computing by using physical processes that take place at …

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 …

The power of light-driven computing

R Won - Nature Photonics, 2023 - nature.com
The power of light-driven computing | Nature Photonics Skip to main content Thank you for
visiting nature.com. You are using a browser version with limited support for CSS. To obtain …

Photonics for artificial intelligence and neuromorphic computing

BJ Shastri, AN Tait, T Ferreira de Lima, WHP Pernice… - Nature …, 2021 - nature.com
Research in photonic computing has flourished due to the proliferation of optoelectronic
components on photonic integration platforms. Photonic integrated circuits have enabled …

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 …

Neural network learning with photonics and for photonic circuit design

D Brunner, MC Soriano, S Fan - Nanophotonics, 2023 - degruyter.com
This special issue covers works that lie at the interface between machine learning,
spearheaded by the computing power of artificial neural networks (NN), and photonic …

[PDF][PDF] Toward intelligence in photonic systems

D Zibar, F Da Ros, G Brajato… - Optics and Photonics …, 2020 - researchgate.net
In a celebrated five-game match in March 2016, AlphaGo—an artificial-intelligence (AI)
system from the Google subsidiary DeepMind—decisively defeated the 18-time world …

Silicon photonics for neuromorphic computing and artificial intelligence: applications and roadmap

BJ Shastri, C Huang, AN Tait… - 2022 Photonics & …, 2022 - ieeexplore.ieee.org
Artificial intelligence and neuromorphic computing driven by neural networks has enabled
many applications. Software implementations of neural networks on electronic platforms are …

Integrated photonic computing beyond the von Neumann architecture

XY Xu, XM Jin - ACS Photonics, 2023 - ACS Publications
In the context of a doomed end of the Moore's law, various new types of computing
architectures have been emerging, aiming to meet the demands of intractable computation …