[引用][C] Novel architectures for brain-inspired photonic computers

F Laporte - 2020 - biblio.ugent.be
In this day and age we are living in a world that completely relies on digital information
processing. According to Moore's law, digital computing power has been doubling every 18 …

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 …

Nonlinear photonic dynamical systems for unconventional computing

D Brunner, L Larger, MC Soriano - Nonlinear Theory and Its …, 2022 - jstage.jst.go.jp
Driven by the remarkable breakthroughs during the past decade, photonics neural networks
have experienced a revival. Here, we provide a general overview of progress over the past …

Silicon photonic neural network applications and prospects

BJ Shastri, C Huang, AN Tait… - AI and Optical Data …, 2022 - spiedigitallibrary.org
Neural networks have enabled many applications in artificial intelligence and neuromorphic
computing ranging from scientific computing, intelligent communications, security etc. Neural …

[HTML][HTML] Nanophotonic media for artificial neural inference

E Khoram, A Chen, D Liu, L Ying, Q Wang… - Photonics …, 2019 - opg.optica.org
We show optical waves passing through a nanophotonic medium can perform artificial
neural computing. Complex information is encoded in the wavefront of an input light. The …

Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks

S Pai, Z Sun, TW Hughes, T Park, B Bartlett… - arXiv preprint arXiv …, 2022 - arxiv.org
Neural networks are widely deployed models across many scientific disciplines and
commercial endeavors ranging from edge computing and sensing to large-scale signal …

[HTML][HTML] Photonic and optoelectronic neuromorphic computing

L El Srouji, A Krishnan, R Ravichandran, Y Lee, M On… - APL Photonics, 2022 - pubs.aip.org
Recent advances in neuromorphic computing have established a computational framework
that removes the processor-memory bottleneck evident in traditional von Neumann …

Neuromorphic silicon photonics for artificial intelligence

BA Marquez, C Huang, PR Prucnal… - Silicon Photonics IV …, 2021 - Springer
Recent investigations in neuromorphic photonics, ie neuromorphic architectures on
photonics platforms, have garnered much interest to enable high-bandwidth, low-latency …

Quantum Computing and Machine Learning on an Integrated Photonics Platform

H Zhu, H Lin, S Wu, W Luo, H Zhang, Y Zhan, X Wang… - Information, 2024 - mdpi.com
Integrated photonic chips leverage the recent developments in integrated circuit technology,
along with the control and manipulation of light signals, to realize the integration of multiple …

[HTML][HTML] Perceval: A software platform for discrete variable photonic quantum computing

N Heurtel, A Fyrillas, G De Gliniasty, R Le Bihan… - Quantum, 2023 - quantum-journal.org
We introduce $ Perceval $, an open-source software platform for simulating and interfacing
with discrete-variable photonic quantum computers, and describe its main features and …