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 …

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 …

Integrated neuromorphic photonics: synapses, neurons, and neural networks

X Guo, J Xiang, Y Zhang, Y Su - Advanced Photonics Research, 2021 - Wiley Online Library
Ever‐growing demands of bandwidth, computing speed, and power consumption are now
accelerating the transformation of computing research, as work‐at‐home becomes a new …

Principles of neuromorphic photonics

BJ Shastri, AN Tait, TF de Lima, MA Nahmias… - arXiv preprint arXiv …, 2017 - arxiv.org
In an age overrun with information, the ability to process reams of data has become crucial.
The demand for data will continue to grow as smart gadgets multiply and become …

Progress in neuromorphic photonics

T Ferreira De Lima, BJ Shastri, AN Tait… - …, 2017 - degruyter.com
As society's appetite for information continues to grow, so does our need to process this
information with increasing speed and versatility. Many believe that the one-size-fits-all …

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 …

A review: Photonics devices, architectures, and algorithms for optical neural computing

S Xiang, Y Han, Z Song, X Guo, Y Zhang… - Journal of …, 2021 - iopscience.iop.org
The explosive growth of data and information has motivated various emerging non-von
Neumann computational approaches in the More-than-Moore era. Photonics neuromorphic …

Photonic multiplexing techniques for neuromorphic computing

Y Bai, X Xu, M Tan, Y Sun, Y Li, J Wu, R Morandotti… - …, 2023 - degruyter.com
The simultaneous advances in artificial neural networks and photonic integration
technologies have spurred extensive research in optical computing and optical neural …

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 …