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 …

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, MA Nahmias… - …, 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 …

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 …

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 …

Machine learning with neuromorphic photonics

TF De Lima, HT Peng, AN Tait… - Journal of Lightwave …, 2019 - ieeexplore.ieee.org
Neuromorphic photonics has experienced a recent surge of interest over the last few years,
promising orders of magnitude improvements in both speed and energy efficiency over …

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 …

[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 …

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 …

[图书][B] Neuromorphic photonics

PR Prucnal, BJ Shastri - 2017 - taylorfrancis.com
This book sets out to build bridges between the domains of photonic device physics and
neural networks, providing a comprehensive overview of the emerging field of" …